| { |
| "summary": { |
| "model": "davanstrien/qwen35-9b-iconclass-sft-brill-n-2ep", |
| "dataset": "davanstrien/iconclass-vlm-brillfull", |
| "split": "test", |
| "num_evaluated": 788, |
| "num_skipped": 0, |
| "elapsed_seconds": 1895.7, |
| "exact_match_accuracy": 0.1332, |
| "hierarchical_f1": 0.604, |
| "code_precision": 0.3321, |
| "code_recall": 0.3319, |
| "code_f1": 0.332, |
| "valid_json_pct": 1.0, |
| "valid_code_pct": 0.9994 |
| }, |
| "results": [ |
| { |
| "index": 0, |
| "gt_codes": [ |
| "25F3", |
| "25F38(PHEASANT)", |
| "25H", |
| "25H11", |
| "25H213", |
| "34B232(+51)" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "25H17", |
| "41A1", |
| "41A38", |
| "41B214", |
| "43C114" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H17\", \"41A1\", \"41A38\", \"41B214\", \"43C114\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.27817258883248736, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 1, |
| "gt_codes": [ |
| "31A235", |
| "31A24(+1)", |
| "31D15:61BB", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "31D15:61BB", |
| "49M32", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D15:61BB\", \"49M32\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.869406392694064, |
| "code_precision": 0.8, |
| "code_recall": 0.8 |
| }, |
| { |
| "index": 2, |
| "gt_codes": [ |
| "31A235", |
| "31A2422", |
| "41D222(CRAVAT)", |
| "42F5(+0)", |
| "48C5142", |
| "61B(+54)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "31D14", |
| "41A711", |
| "41C37", |
| "46B311", |
| "49M32", |
| "61B(+54)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31D14\", \"41A711\", \"41C37\", \"46B311\", \"49M32\", \"61B(+54)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.6195490367775832, |
| "code_precision": 0.375, |
| "code_recall": 0.375 |
| }, |
| { |
| "index": 3, |
| "gt_codes": [ |
| "71P4121" |
| ], |
| "predicted_codes": [ |
| "92C454" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"92C454\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 4, |
| "gt_codes": [ |
| "25I1" |
| ], |
| "predicted_codes": [ |
| "46B" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46B\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 5, |
| "gt_codes": [ |
| "92C2", |
| "92C4" |
| ], |
| "predicted_codes": [ |
| "42E131", |
| "92D1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"42E131\", \"92D1\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.26666666666666666, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 6, |
| "gt_codes": [ |
| "48B3", |
| "48C513", |
| "48C523", |
| "61B2(HENDRIK BUSSERUS)11" |
| ], |
| "predicted_codes": [ |
| "31A533", |
| "48C93", |
| "61B2(BLISSE, Hendrik)11", |
| "61B2(LENS, Jan van der)11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A533\", \"48C93\", \"61B2(BLISSE, Hendrik)11\", \"61B2(LENS, Jan van der)11\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.636188605108055, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 7, |
| "gt_codes": [ |
| "73G4932", |
| "73G4933", |
| "73G4931" |
| ], |
| "predicted_codes": [ |
| "73G491", |
| "73G493", |
| "73G46" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73G491\", \"73G493\", \"73G46\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.8696818181818182, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 8, |
| "gt_codes": [ |
| "44B1" |
| ], |
| "predicted_codes": [ |
| "46A12" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A12\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.19, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 9, |
| "gt_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "61B(+52)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "61B(+52)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+52)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 10, |
| "gt_codes": [ |
| "85" |
| ], |
| "predicted_codes": [ |
| "83(BARCLAY, Argenis)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"83(BARCLAY, Argenis)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.20000000000000004, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 11, |
| "gt_codes": [ |
| "61B(+2)", |
| "61B(+55)" |
| ], |
| "predicted_codes": [ |
| "61B(+2)", |
| "61B(+55)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"61B(+2)\", \"61B(+55)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 12, |
| "gt_codes": [ |
| "31A24(+1)", |
| "31D15:61BB", |
| "41D225", |
| "41D2661", |
| "41D2662", |
| "46A122", |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "31D15:61BB", |
| "41D222(RUFF)", |
| "41D262", |
| "41D26611", |
| "46A122", |
| "61B(+53)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D15:61BB\", \"41D222(RUFF)\", \"41D262\", \"41D26611\", \"46A122\", \"61B(+53)\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.9612380244685651, |
| "code_precision": 0.5714285714285714, |
| "code_recall": 0.5714285714285714 |
| }, |
| { |
| "index": 13, |
| "gt_codes": [ |
| "49D22(+0):13C222:49D36", |
| "49E39", |
| "5(+3)" |
| ], |
| "predicted_codes": [ |
| "14C", |
| "24D", |
| "73G35" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"14C\", \"24D\", \"73G35\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 14, |
| "gt_codes": [ |
| "48A9876(+744)", |
| "48A9861", |
| "48A98211", |
| "48A98333", |
| "31AA2321", |
| "31A2321", |
| "48A9854", |
| "11G1911" |
| ], |
| "predicted_codes": [ |
| "49M431", |
| "25F23(LION)(+12)", |
| "48A9876", |
| "48C161(+0)", |
| "48A9831", |
| "48A9833", |
| "48A98311", |
| "48A9832" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M431\", \"25F23(LION)(+12)\", \"48A9876\", \"48C161(+0)\", \"48A9831\", \"48A9833\", \"48A98311\", \"48A9832\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.617852644836272, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 15, |
| "gt_codes": [ |
| "25G4(Coriander)" |
| ], |
| "predicted_codes": [ |
| "25G4(Coriander)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(Coriander)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 16, |
| "gt_codes": [ |
| "31A2421", |
| "31D12", |
| "45B", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "45B", |
| "45C22", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"45B\", \"45C22\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.8966666666666666, |
| "code_precision": 0.8333333333333334, |
| "code_recall": 0.8333333333333334 |
| }, |
| { |
| "index": 17, |
| "gt_codes": [ |
| "73", |
| "73B57" |
| ], |
| "predicted_codes": [ |
| "73", |
| "73B57" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73\", \"73B57\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 18, |
| "gt_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(T)" |
| ], |
| "predicted_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(T)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(T)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 19, |
| "gt_codes": [ |
| "25F3", |
| "31D12", |
| "31D13", |
| "41A1", |
| "41A77", |
| "43C114", |
| "45C15(ARROW)", |
| "45C15(BOW)", |
| "46C13141", |
| "46C1463" |
| ], |
| "predicted_codes": [ |
| "25F3", |
| "25H18", |
| "25I", |
| "46C24", |
| "47I2111", |
| "47I221", |
| "47I2211", |
| "49L73", |
| "49M43", |
| "92B5" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"25H18\", \"25I\", \"46C24\", \"47I2111\", \"47I221\", \"47I2211\", \"49L73\", \"49M43\", \"92B5\"]}", |
| "valid_json": true, |
| "valid_code_count": 10, |
| "total_predicted": 10, |
| "exact_match": false, |
| "hierarchical_f1": 0.32269040247678016, |
| "code_precision": 0.1, |
| "code_recall": 0.1 |
| }, |
| { |
| "index": 20, |
| "gt_codes": [ |
| "71T551" |
| ], |
| "predicted_codes": [ |
| "73B65" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73B65\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.19, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 21, |
| "gt_codes": [ |
| "25F24(DEER)(+45)", |
| "25F24(DEER)(+621)", |
| "25G3", |
| "25G4(DICTAMNUS)", |
| "25H114", |
| "31A2351", |
| "31A25552", |
| "31EE23461", |
| "33C971", |
| "45C15(ARROW)", |
| "45C15(BOW)", |
| "45C23", |
| "54AA7(+4)", |
| "56BB1(+4)", |
| "56F2(+4)", |
| "92D16", |
| "92D18(ARROW)", |
| "92D18(BOW)", |
| "92D18(QUIVER)" |
| ], |
| "predicted_codes": [ |
| "25F24(DEER)(+63)", |
| "25G3", |
| "25H114", |
| "31A2351", |
| "31B6211", |
| "31D12(+89)", |
| "34B11(+95273)", |
| "43C1147", |
| "43C11482", |
| "45C15(BOW)", |
| "45C23", |
| "51EE11(+4)", |
| "54AA4(+4)", |
| "56BB1(+4):56F2(+4)", |
| "56FF2(+4)", |
| "86(AMORIS ARMA FUGACI NON SUNT INUSITA CERVO)", |
| "92D156", |
| "92D18(BOW)", |
| "92D18(QUIVER)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F24(DEER)(+63)\", \"25G3\", \"25H114\", \"31A2351\", \"31B6211\", \"31D12(+89)\", \"34B11(+95273)\", \"43C1147\", \"43C11482\", \"45C15(BOW)\", \"45C23\", \"51EE11(+4)\", \"54AA4(+4)\", \"56BB1(+4):56F2(+4)\", \"56FF2(+4)\", \"86(AMORIS ARMA FUGACI NON SUNT INUSITA CERVO)\", \"92D156\", \"92D18(BOW)\", \"92D18(QUIVER)\"]}", |
| "valid_json": true, |
| "valid_code_count": 19, |
| "total_predicted": 19, |
| "exact_match": false, |
| "hierarchical_f1": 0.7463439620950186, |
| "code_precision": 0.3684210526315789, |
| "code_recall": 0.3684210526315789 |
| }, |
| { |
| "index": 22, |
| "gt_codes": [ |
| "41A3311", |
| "41A721", |
| "42G:61B2(...)13", |
| "47I4222" |
| ], |
| "predicted_codes": [ |
| "31D112", |
| "31D15:61BB", |
| "42G:61B2(...)13", |
| "61B(+53)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D112\", \"31D15:61BB\", \"42G:61B2(...)13\", \"61B(+53)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.3054474708171206, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 23, |
| "gt_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "41D222(RABAT)", |
| "61B(+52)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.8150684931506849, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 24, |
| "gt_codes": [ |
| "31A231", |
| "31A2422", |
| "44B1:61B(+2)", |
| "61B(+55)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A231", |
| "45B", |
| "48C161", |
| "61B(+55)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A231\", \"45B\", \"48C161\", \"61B(+55)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.7745980707395499, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 25, |
| "gt_codes": [ |
| "31A235", |
| "31A24(+1)", |
| "31D15:61BB", |
| "31D17", |
| "61B(+54)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "31A24(+1)", |
| "31D15:61BB", |
| "41D221(CAP):41D2653", |
| "61B(+54)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A24(+1)\", \"31D15:61BB\", \"41D221(CAP):41D2653\", \"61B(+54)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.8921933085501859, |
| "code_precision": 0.8333333333333334, |
| "code_recall": 0.8333333333333334 |
| }, |
| { |
| "index": 26, |
| "gt_codes": [ |
| "23O33", |
| "23O41", |
| "23O42", |
| "23O43", |
| "23O11", |
| "23O12" |
| ], |
| "predicted_codes": [ |
| "14C", |
| "23O22", |
| "23O23", |
| "23O24", |
| "23O25", |
| "23O26" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"14C\", \"23O22\", \"23O23\", \"23O24\", \"23O25\", \"23O26\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.5454545454545454, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 27, |
| "gt_codes": [ |
| "44C312", |
| "44C35(SOCIALISMO)", |
| "41C711", |
| "61B2(LENIN, Vladimir)3", |
| "61B2(KUN, Bela)3" |
| ], |
| "predicted_codes": [ |
| "46A17", |
| "31D14(+92)", |
| "44G312", |
| "44C312", |
| "44F0" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A17\", \"31D14(+92)\", \"44G312\", \"44C312\", \"44F0\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.39398984771573603, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 28, |
| "gt_codes": [ |
| "11M3", |
| "94O5" |
| ], |
| "predicted_codes": [ |
| "11U5", |
| "31F26" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11U5\", \"31F26\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.20000000000000004, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 29, |
| "gt_codes": [ |
| "44C312", |
| "44B42", |
| "61I(CONGRESSO DI BRUXELLES)", |
| "54AA2" |
| ], |
| "predicted_codes": [ |
| "61B2(PIO IX)(+4)", |
| "57AA91", |
| "44C312", |
| "61I(REPUBBLICA ROMANA)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"61B2(PIO IX)(+4)\", \"57AA91\", \"44C312\", \"61I(REPUBBLICA ROMANA)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.6425, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 30, |
| "gt_codes": [ |
| "11I61", |
| "44B111" |
| ], |
| "predicted_codes": [ |
| "11I62", |
| "73A" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11I62\", \"73A\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.4000000000000001, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 31, |
| "gt_codes": [ |
| "25G3(+351)", |
| "25G3(+371)", |
| "25H11", |
| "25H216", |
| "31B6235", |
| "33A35", |
| "34B11", |
| "46C11", |
| "46C131", |
| "46C13142", |
| "47I211", |
| "47I221" |
| ], |
| "predicted_codes": [ |
| "25G3(+371)", |
| "25H", |
| "25H11", |
| "25H119", |
| "25H216", |
| "25I", |
| "46C11", |
| "46C131", |
| "46C13141", |
| "46C131:31D15", |
| "46C513", |
| "47I21" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3(+371)\", \"25H\", \"25H11\", \"25H119\", \"25H216\", \"25I\", \"46C11\", \"46C131\", \"46C13141\", \"46C131:31D15\", \"46C513\", \"47I21\"]}", |
| "valid_json": true, |
| "valid_code_count": 12, |
| "total_predicted": 12, |
| "exact_match": false, |
| "hierarchical_f1": 0.7770819464784982, |
| "code_precision": 0.4166666666666667, |
| "code_recall": 0.4166666666666667 |
| }, |
| { |
| "index": 32, |
| "gt_codes": [ |
| "25H", |
| "34B11", |
| "43C114" |
| ], |
| "predicted_codes": [ |
| "25H15", |
| "46C11", |
| "47I84" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H15\", \"46C11\", \"47I84\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.28148148148148144, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 33, |
| "gt_codes": [ |
| "25H11", |
| "25H114" |
| ], |
| "predicted_codes": [ |
| "25H114", |
| "31B6235" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H114\", \"31B6235\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.649737302977233, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 34, |
| "gt_codes": [ |
| "49M42", |
| "49M3" |
| ], |
| "predicted_codes": [ |
| "49M42", |
| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M42\", \"49M3\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 35, |
| "gt_codes": [ |
| "46A151" |
| ], |
| "predicted_codes": [ |
| "46A15" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A15\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.855, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 36, |
| "gt_codes": [ |
| "25H213", |
| "25I", |
| "25I1461", |
| "31D11221", |
| "31D12", |
| "31D15", |
| "31D16", |
| "41B162", |
| "41B4", |
| "45B", |
| "46C11", |
| "46C223", |
| "9", |
| "96B113" |
| ], |
| "predicted_codes": [ |
| "25H", |
| "25I", |
| "31A(+73)", |
| "31A25552", |
| "31B6235", |
| "31D112", |
| "31D14", |
| "31D15", |
| "33A35", |
| "41B4", |
| "45C16(CANNON)(+1)", |
| "45K1", |
| "46C112:47G52", |
| "46C2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H\", \"25I\", \"31A(+73)\", \"31A25552\", \"31B6235\", \"31D112\", \"31D14\", \"31D15\", \"33A35\", \"41B4\", \"45C16(CANNON)(+1)\", \"45K1\", \"46C112:47G52\", \"46C2\"]}", |
| "valid_json": true, |
| "valid_code_count": 14, |
| "total_predicted": 14, |
| "exact_match": false, |
| "hierarchical_f1": 0.6504572859887846, |
| "code_precision": 0.21428571428571427, |
| "code_recall": 0.21428571428571427 |
| }, |
| { |
| "index": 37, |
| "gt_codes": [ |
| "31D15", |
| "92D1916" |
| ], |
| "predicted_codes": [ |
| "9", |
| "92D1916" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"9\", \"92D1916\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.54337899543379, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 38, |
| "gt_codes": [ |
| "71D1922", |
| "73" |
| ], |
| "predicted_codes": [ |
| "71", |
| "71C3194" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"71\", \"71C3194\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.33913043478260874, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 39, |
| "gt_codes": [ |
| "41D221(fur hat)" |
| ], |
| "predicted_codes": [ |
| "31D16" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D16\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 40, |
| "gt_codes": [ |
| "73F412", |
| "49L171" |
| ], |
| "predicted_codes": [ |
| "11H(PAUL)", |
| "49L171" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H(PAUL)\", \"49L171\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.5, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 41, |
| "gt_codes": [ |
| "25G3(+351)", |
| "25H17", |
| "41A17" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "41A17", |
| "46C11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"41A17\", \"46C11\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.7621542940320233, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 42, |
| "gt_codes": [ |
| "23R14", |
| "25F716(CRAB)(+471)", |
| "41B32(+1)", |
| "43C128", |
| "47K(+21)", |
| "51L42:22C", |
| "86(DURCH IHREN SCHEIN BEWOGEN)" |
| ], |
| "predicted_codes": [ |
| "25F41(CHAMELEON)(+63)", |
| "25H15", |
| "25H213", |
| "31A2351", |
| "31B623591", |
| "54AA8(+4)", |
| "86(DURCH IHREN SCHEIN BEWOGEN)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F41(CHAMELEON)(+63)\", \"25H15\", \"25H213\", \"31A2351\", \"31B623591\", \"54AA8(+4)\", \"86(DURCH IHREN SCHEIN BEWOGEN)\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.3160888888888889, |
| "code_precision": 0.14285714285714285, |
| "code_recall": 0.14285714285714285 |
| }, |
| { |
| "index": 43, |
| "gt_codes": [ |
| "48A9831" |
| ], |
| "predicted_codes": [ |
| "73G491" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73G491\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 44, |
| "gt_codes": [ |
| "11HH(HELENA)" |
| ], |
| "predicted_codes": [ |
| "11HH(HELENA)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11HH(HELENA)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 45, |
| "gt_codes": [ |
| "73D641" |
| ], |
| "predicted_codes": [ |
| "73D642" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73D642\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.9, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 46, |
| "gt_codes": [ |
| "25H1" |
| ], |
| "predicted_codes": [ |
| "25I3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I3\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.4000000000000001, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 47, |
| "gt_codes": [ |
| "11(+5):61B", |
| "11P315(DOMINICANS)", |
| "61B(+52)", |
| "73", |
| "73D41" |
| ], |
| "predicted_codes": [ |
| "11H", |
| "11H(JOHN THE BAPTIST)", |
| "31A2421", |
| "61B(+52)", |
| "73D81" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H\", \"11H(JOHN THE BAPTIST)\", \"31A2421\", \"61B(+52)\", \"73D81\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.5071686274509803, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 48, |
| "gt_codes": [ |
| "49D22" |
| ], |
| "predicted_codes": [ |
| "49D22" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49D22\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 49, |
| "gt_codes": [ |
| "31A44411", |
| "46A122", |
| "5(+1)" |
| ], |
| "predicted_codes": [ |
| "46A122", |
| "9", |
| "92B58(CADUCEUS)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A122\", \"9\", \"92B58(CADUCEUS)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.3333333333333333, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 50, |
| "gt_codes": [ |
| "31B6217", |
| "31D15" |
| ], |
| "predicted_codes": [ |
| "31A534", |
| "31D15" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A534\", \"31D15\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.69, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 51, |
| "gt_codes": [ |
| "25A", |
| "25A13", |
| "31A235", |
| "31F11", |
| "41A251", |
| "41A711", |
| "41A7122", |
| "41A721", |
| "49C3", |
| "49C32", |
| "49M32", |
| "61B(+55)" |
| ], |
| "predicted_codes": [ |
| "31A534", |
| "31F11", |
| "41A711", |
| "41A721", |
| "41D2661", |
| "48C5142:48C533", |
| "49L511", |
| "49M32", |
| "49MM32", |
| "49N", |
| "61B(+55)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A534\", \"31F11\", \"41A711\", \"41A721\", \"41D2661\", \"48C5142:48C533\", \"49L511\", \"49M32\", \"49MM32\", \"49N\", \"61B(+55)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 12, |
| "total_predicted": 12, |
| "exact_match": false, |
| "hierarchical_f1": 0.6633715332286761, |
| "code_precision": 0.4166666666666667, |
| "code_recall": 0.4166666666666667 |
| }, |
| { |
| "index": 52, |
| "gt_codes": [ |
| "31A2422", |
| "31A534", |
| "31A5341", |
| "41D222(RUFF)", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "31A5341", |
| "41D222(RUFF)", |
| "49B43", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31A5341\", \"41D222(RUFF)\", \"49B43\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.9324089582367222, |
| "code_precision": 0.8571428571428571, |
| "code_recall": 0.8571428571428571 |
| }, |
| { |
| "index": 53, |
| "gt_codes": [ |
| "31D15", |
| "41A1", |
| "45B", |
| "45B(+22)", |
| "46C13141" |
| ], |
| "predicted_codes": [ |
| "25I", |
| "31D14", |
| "31D15", |
| "46C13141(+75247)", |
| "46C14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I\", \"31D14\", \"31D15\", \"46C13141(+75247)\", \"46C14\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.5970114192495922, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 54, |
| "gt_codes": [ |
| "12B61", |
| "12BB63", |
| "25F(+342)", |
| "25F23(LION)(+351)", |
| "25I144", |
| "25I153", |
| "31A141", |
| "31A2512(+932)", |
| "31A2512(+933)", |
| "31A2513(+933)", |
| "31A2515(+933)", |
| "31A25432", |
| "31A25551", |
| "31A26112(+51)", |
| "31A2711", |
| "31AA222(+89)", |
| "31AA2513", |
| "31AA2711", |
| "31D11221(+89)", |
| "31D14" |
| ], |
| "predicted_codes": [ |
| "12B61", |
| "25I144", |
| "31A2512(+933)", |
| "31AA2711", |
| "31D14", |
| "31D15", |
| "31D16", |
| "31EE23461", |
| "41A141", |
| "41A31", |
| "41A361", |
| "41C122", |
| "41C321", |
| "41C322", |
| "41C323", |
| "41C341", |
| "41C37", |
| "41C711", |
| "41D211(+82)", |
| "41D221(+81)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"12B61\", \"25I144\", \"31A2512(+933)\", \"31AA2711\", \"31D14\", \"31D15\", \"31D16\", \"31EE23461\", \"41A141\", \"41A31\", \"41A361\", \"41C122\", \"41C321\", \"41C322\", \"41C323\", \"41C341\", \"41C37\", \"41C711\", \"41D211(+82)\", \"41D221(+81)\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.4894812754119409, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 55, |
| "gt_codes": [ |
| "25H214", |
| "41A17" |
| ], |
| "predicted_codes": [ |
| "41A17", |
| "25H2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A17\", \"25H2\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.88, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 56, |
| "gt_codes": [ |
| "11Q713", |
| "48C73341" |
| ], |
| "predicted_codes": [ |
| "11Q713", |
| "48C162" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q713\", \"48C162\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.7849999999999999, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 57, |
| "gt_codes": [ |
| "11F4", |
| "11F4122", |
| "11F715", |
| "11F716", |
| "31A2421", |
| "41C", |
| "61B(+52)" |
| ], |
| "predicted_codes": [ |
| "11F4", |
| "31A24(+1)", |
| "31B6212", |
| "31D112", |
| "41C652", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11F4\", \"31A24(+1)\", \"31B6212\", \"31D112\", \"41C652\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.7192892503536068, |
| "code_precision": 0.14285714285714285, |
| "code_recall": 0.14285714285714285 |
| }, |
| { |
| "index": 58, |
| "gt_codes": [ |
| "25F3", |
| "41A772", |
| "48C73411", |
| "92D1916" |
| ], |
| "predicted_codes": [ |
| "25G3(PALM-TREE)(+22)", |
| "41A671", |
| "92D1916", |
| "92L41" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3(PALM-TREE)(+22)\", \"41A671\", \"92D1916\", \"92L41\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.5702625820568926, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 59, |
| "gt_codes": [ |
| "31A2211", |
| "31A2422" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "61B(+52)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.6428571428571429, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 60, |
| "gt_codes": [ |
| "11H(LAURENCE)" |
| ], |
| "predicted_codes": [ |
| "11H(JEROME)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H(JEROME)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 61, |
| "gt_codes": [ |
| "23E41", |
| "23F41", |
| "25I" |
| ], |
| "predicted_codes": [ |
| "23F41", |
| "25I2", |
| "46C112" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"23F41\", \"25I2\", \"46C112\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.5824670433145009, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 62, |
| "gt_codes": [ |
| "73D313" |
| ], |
| "predicted_codes": [ |
| "73B57" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73B57\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.38, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 63, |
| "gt_codes": [ |
| "41A4231", |
| "41A712", |
| "45D311", |
| "45D313", |
| "48C911", |
| "49L511", |
| "49LL71", |
| "49L72", |
| "83(PLUTARCH, Parallel Lives of Illustrious Greeks and Romans)", |
| "98B(PLUTARCH)5", |
| "98B(POMPEY)1", |
| "98B(STRABO, G.P.S.)5" |
| ], |
| "predicted_codes": [ |
| "49B24", |
| "49C3(+61)", |
| "49L71", |
| "49LL72", |
| "52A23", |
| "52AA51", |
| "61B2(CHARLES V)21", |
| "61D(FRANCE)", |
| "83(VALERIUS MAXIMUS, Facta et dicta memorabilia, 1.1.1)", |
| "98B(CICERO)3", |
| "98B(SERTORIUS, Q.)3", |
| "98B(VATINIIUS, C.)3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49B24\", \"49C3(+61)\", \"49L71\", \"49LL72\", \"52A23\", \"52AA51\", \"61B2(CHARLES V)21\", \"61D(FRANCE)\", \"83(VALERIUS MAXIMUS, Facta et dicta memorabilia, 1.1.1)\", \"98B(CICERO)3\", \"98B(SERTORIUS, Q.)3\", \"98B(VATINIIUS, C.)3\"]}", |
| "valid_json": true, |
| "valid_code_count": 12, |
| "total_predicted": 12, |
| "exact_match": false, |
| "hierarchical_f1": 0.5717647058823531, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 64, |
| "gt_codes": [ |
| "41E2", |
| "43C512", |
| "48C5142:48C533" |
| ], |
| "predicted_codes": [ |
| "25F62(HERRING)", |
| "41E2", |
| "48C7351" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F62(HERRING)\", \"41E2\", \"48C7351\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.5531931931931932, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 65, |
| "gt_codes": [ |
| "49L12(P)", |
| "49L171", |
| "73E42" |
| ], |
| "predicted_codes": [ |
| "11D324", |
| "49L12(P)", |
| "49L171" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11D324\", \"49L12(P)\", \"49L171\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.6666666666666666, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 66, |
| "gt_codes": [ |
| "41D221(HAT)", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.6666666666666666, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 67, |
| "gt_codes": [ |
| "43A42" |
| ], |
| "predicted_codes": [ |
| "43A42" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"43A42\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 68, |
| "gt_codes": [ |
| "33B1" |
| ], |
| "predicted_codes": [ |
| "42D253" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"42D253\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 69, |
| "gt_codes": [ |
| "31A2421", |
| "31D12", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "31D16", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D16\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.931, |
| "code_precision": 0.6, |
| "code_recall": 0.6 |
| }, |
| { |
| "index": 70, |
| "gt_codes": [ |
| "25F36(SWAN)", |
| "42E31", |
| "52E2(+4)", |
| "58BB1(+4)", |
| "86(SIBI CANIT ET ORBI)" |
| ], |
| "predicted_codes": [ |
| "25F36(GOOSE)(+49)", |
| "25H11", |
| "47I1111", |
| "58A3(+0)", |
| "86(QUAE NON NATA, NATURA)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F36(GOOSE)(+49)\", \"25H11\", \"47I1111\", \"58A3(+0)\", \"86(QUAE NON NATA, NATURA)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.5733031358885018, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 71, |
| "gt_codes": [ |
| "49E39", |
| "25G4" |
| ], |
| "predicted_codes": [ |
| "49E39", |
| "25G4" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49E39\", \"25G4\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 72, |
| "gt_codes": [ |
| "31B1", |
| "35", |
| "47I2112", |
| "47I221", |
| "48C7351", |
| "9", |
| "97CC64" |
| ], |
| "predicted_codes": [ |
| "25H11", |
| "31B19", |
| "47I2112", |
| "48C7351", |
| "48C75", |
| "9", |
| "92L3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"31B19\", \"47I2112\", \"48C7351\", \"48C75\", \"9\", \"92L3\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.6861602497398545, |
| "code_precision": 0.42857142857142855, |
| "code_recall": 0.42857142857142855 |
| }, |
| { |
| "index": 73, |
| "gt_codes": [ |
| "25H114", |
| "46A14", |
| "47I214", |
| "47I221" |
| ], |
| "predicted_codes": [ |
| "25H11", |
| "31B6235", |
| "33A35", |
| "47I221" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"31B6235\", \"33A35\", \"47I221\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.5614335106382979, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 74, |
| "gt_codes": [ |
| "46C13142" |
| ], |
| "predicted_codes": [ |
| "25H(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 75, |
| "gt_codes": [ |
| "45C22" |
| ], |
| "predicted_codes": [ |
| "45C2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45C2\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.76, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 76, |
| "gt_codes": [ |
| "25H2", |
| "43C121" |
| ], |
| "predicted_codes": [ |
| "25H1", |
| "43C128" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H1\", \"43C128\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.75, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 77, |
| "gt_codes": [ |
| "86(ALSO WARDT DER HIMMEL UND DIE ERDTEN VOLLENDET)", |
| "11A1", |
| "71A2", |
| "10", |
| "11Q71444", |
| "11P131" |
| ], |
| "predicted_codes": [ |
| "86(WIE WIRD DER GIMEL UND DIE ERSTEN WOHLGEORDET)", |
| "11C23", |
| "71A24", |
| "11Q0", |
| "54E43", |
| "11M31" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"86(WIE WIRD DER GIMEL UND DIE ERSTEN WOHLGEORDET)\", \"11C23\", \"71A24\", \"11Q0\", \"54E43\", \"11M31\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.5319248826291078, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 78, |
| "gt_codes": [ |
| "41A2", |
| "41B21", |
| "42B71" |
| ], |
| "predicted_codes": [ |
| "41A2", |
| "41C25", |
| "46AA14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A2\", \"41C25\", \"46AA14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.5316614420062695, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 79, |
| "gt_codes": [ |
| "31A2211", |
| "61B(+2)" |
| ], |
| "predicted_codes": [ |
| "61B(+2)", |
| "61B(+53)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"61B(+2)\", \"61B(+53)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.6666666666666666, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 80, |
| "gt_codes": [ |
| "73D721" |
| ], |
| "predicted_codes": [ |
| "73D721" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73D721\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 81, |
| "gt_codes": [ |
| "23O11", |
| "46C215(RUDDER)", |
| "57A6(+4)", |
| "86(FIDEM FATI VIRTUTE SEQUEMUR)", |
| "92B11221" |
| ], |
| "predicted_codes": [ |
| "24D", |
| "31A2763(+0)", |
| "48C7352", |
| "92I74911", |
| "86(DIE GOTTESFURCHT)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"24D\", \"31A2763(+0)\", \"48C7352\", \"92I74911\", \"86(DIE GOTTESFURCHT)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.356, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 82, |
| "gt_codes": [ |
| "48A9876", |
| "48C244" |
| ], |
| "predicted_codes": [ |
| "48A9876", |
| "11P31521" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48A9876\", \"11P31521\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.5798319327731092, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 83, |
| "gt_codes": [ |
| "11Q651", |
| "31A24(+1)", |
| "31D15:61BB", |
| "41D222(RUFF)", |
| "41D262", |
| "41D26611", |
| "46A12", |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "41D222(RUFF)", |
| "41D262(+44)ble", |
| "41D26611", |
| "41D2665", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"41D222(RUFF)\", \"41D262(+44)ble\", \"41D26611\", \"41D2665\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.8280938025799215, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 84, |
| "gt_codes": [ |
| "25F34", |
| "25F39(HOOPOE)", |
| "25H213(+1)" |
| ], |
| "predicted_codes": [ |
| "25F34", |
| "25F39(HOOPOE)", |
| "25I" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F34\", \"25F39(HOOPOE)\", \"25I\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.7933333333333333, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 85, |
| "gt_codes": [ |
| "25I", |
| "41A12", |
| "43B13", |
| "46C112" |
| ], |
| "predicted_codes": [ |
| "25I", |
| "31D14", |
| "31D15", |
| "41A12" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I\", \"31D14\", \"31D15\", \"41A12\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.5444191343963554, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 86, |
| "gt_codes": [ |
| "25G3", |
| "25H", |
| "41A1", |
| "46C2", |
| "46C24" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "25H192", |
| "25I", |
| "46C2", |
| "47D31" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H192\", \"25I\", \"46C2\", \"47D31\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.668065671641791, |
| "code_precision": 0.4, |
| "code_recall": 0.4 |
| }, |
| { |
| "index": 87, |
| "gt_codes": [ |
| "31A2421", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 88, |
| "gt_codes": [ |
| "25G3", |
| "25H" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "41A6" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"41A6\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.5798319327731092, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 89, |
| "gt_codes": [ |
| "25F3" |
| ], |
| "predicted_codes": [ |
| "25F3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 90, |
| "gt_codes": [ |
| "25H", |
| "45H(+22)" |
| ], |
| "predicted_codes": [ |
| "45H3", |
| "98" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45H3\", \"98\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.285, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 91, |
| "gt_codes": [ |
| "31A559", |
| "31D13", |
| "31D14", |
| "41A191", |
| "41A761", |
| "45C22", |
| "92B423" |
| ], |
| "predicted_codes": [ |
| "12EE13", |
| "12FF13", |
| "45C11(SPEAR)", |
| "9", |
| "92B1218", |
| "92D1621", |
| "92L3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"12EE13\", \"12FF13\", \"45C11(SPEAR)\", \"9\", \"92B1218\", \"92D1621\", \"92L3\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.2558193849746983, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 92, |
| "gt_codes": [ |
| "25I", |
| "45D22(+32)", |
| "46C24(FLUYT)", |
| "46C24:47K", |
| "46CC21" |
| ], |
| "predicted_codes": [ |
| "11Q712", |
| "25H13", |
| "46C223", |
| "46C232", |
| "46C24" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q712\", \"25H13\", \"46C223\", \"46C232\", \"46C24\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.5931929233361416, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 93, |
| "gt_codes": [ |
| "11P31521", |
| "11Q713", |
| "11Q7131(CHOIR SCREEN)", |
| "11Q71454", |
| "11Q72", |
| "11Q7311", |
| "25I", |
| "31A233", |
| "31A415", |
| "34B11", |
| "41B311", |
| "42E141", |
| "46A151" |
| ], |
| "predicted_codes": [ |
| "11Q713", |
| "25I", |
| "31A(+73)", |
| "31D112", |
| "34B11", |
| "41A2", |
| "41A32", |
| "41A41:48C514", |
| "41A641", |
| "41A722", |
| "41B311", |
| "48C162", |
| "49M32" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q713\", \"25I\", \"31A(+73)\", \"31D112\", \"34B11\", \"41A2\", \"41A32\", \"41A41:48C514\", \"41A641\", \"41A722\", \"41B311\", \"48C162\", \"49M32\"]}", |
| "valid_json": true, |
| "valid_code_count": 13, |
| "total_predicted": 13, |
| "exact_match": false, |
| "hierarchical_f1": 0.6261251704803757, |
| "code_precision": 0.3076923076923077, |
| "code_recall": 0.3076923076923077 |
| }, |
| { |
| "index": 94, |
| "gt_codes": [ |
| "33C23", |
| "25H13", |
| "11G", |
| "46E1", |
| "46E221", |
| "25F72(SNAIL)" |
| ], |
| "predicted_codes": [ |
| "25F3", |
| "48C7351", |
| "48A9876", |
| "48CC7351", |
| "48CC7352", |
| "48CC7353" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"48C7351\", \"48A9876\", \"48CC7351\", \"48CC7352\", \"48CC7353\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.23644444444444443, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 95, |
| "gt_codes": [ |
| "31A235", |
| "31D15:61BB", |
| "61B(+54)" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "31D15:61BB", |
| "61B(+54)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31D15:61BB\", \"61B(+54)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 96, |
| "gt_codes": [ |
| "25G3", |
| "25H213" |
| ], |
| "predicted_codes": [ |
| "25H", |
| "41A17" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H\", \"41A17\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.35625, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 97, |
| "gt_codes": [ |
| "11H(JOHN CHRYSOSTOM)36" |
| ], |
| "predicted_codes": [ |
| "73B65" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73B65\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 98, |
| "gt_codes": [ |
| "12CC13(ISIS)", |
| "20" |
| ], |
| "predicted_codes": [ |
| "13E41", |
| "92C2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"13E41\", \"92C2\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.095, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 99, |
| "gt_codes": [ |
| "11Q712", |
| "22C8", |
| "25H17:41D422", |
| "25I", |
| "25I5", |
| "41A17", |
| "41D427", |
| "47D31", |
| "47I1421" |
| ], |
| "predicted_codes": [ |
| "11Q712", |
| "25H", |
| "25I", |
| "25I146", |
| "25I2", |
| "31A27112", |
| "41A17", |
| "41B162", |
| "46C11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q712\", \"25H\", \"25I\", \"25I146\", \"25I2\", \"31A27112\", \"41A17\", \"41B162\", \"46C11\"]}", |
| "valid_json": true, |
| "valid_code_count": 9, |
| "total_predicted": 9, |
| "exact_match": false, |
| "hierarchical_f1": 0.5831619047619049, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 100, |
| "gt_codes": [ |
| "25F711", |
| "25F711(BUTTERFLY)", |
| "41A671", |
| "48C24" |
| ], |
| "predicted_codes": [ |
| "25G41(ROSE)", |
| "25G41(SUNFLOWER)", |
| "41A671", |
| "92D1916" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G41(ROSE)\", \"25G41(SUNFLOWER)\", \"41A671\", \"92D1916\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.46253369272237194, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 101, |
| "gt_codes": [ |
| "12A751", |
| "49B24" |
| ], |
| "predicted_codes": [ |
| "11P31521", |
| "49B" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11P31521\", \"49B\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.38, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 102, |
| "gt_codes": [ |
| "31D15" |
| ], |
| "predicted_codes": [ |
| "31D15" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D15\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 103, |
| "gt_codes": [ |
| "25H213", |
| "25I41" |
| ], |
| "predicted_codes": [ |
| "25H213", |
| "47D31" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H213\", \"47D31\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.5798319327731092, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 104, |
| "gt_codes": [ |
| "32A5", |
| "48C62" |
| ], |
| "predicted_codes": [ |
| "48C91", |
| "61B2(ROSSINI, Gioacchino)1(+52)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48C91\", \"61B2(ROSSINI, Gioacchino)1(+52)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.3, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 105, |
| "gt_codes": [ |
| "25G4(Anis)" |
| ], |
| "predicted_codes": [ |
| "25G4(Cumin)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(Cumin)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 106, |
| "gt_codes": [ |
| "31A235", |
| "31A2422", |
| "31A5331", |
| "41A251", |
| "41A422", |
| "41A711", |
| "41A7122", |
| "41C37", |
| "41D212", |
| "41D222(JABOT)", |
| "41D2664", |
| "49L511", |
| "49L62", |
| "49L7", |
| "49M32", |
| "61B(+55)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "31A2421", |
| "31A25193", |
| "31A5331", |
| "41A711", |
| "41C37", |
| "41D2(+81)", |
| "41D221(HAT)", |
| "46E221", |
| "49L511", |
| "49L62", |
| "49M32", |
| "49N21", |
| "49N22", |
| "61B(+55)", |
| "61B:31A2212(+1)", |
| "61B:31D14", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A2421\", \"31A25193\", \"31A5331\", \"41A711\", \"41C37\", \"41D2(+81)\", \"41D221(HAT)\", \"46E221\", \"49L511\", \"49L62\", \"49M32\", \"49N21\", \"49N22\", \"61B(+55)\", \"61B:31A2212(+1)\", \"61B:31D14\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 18, |
| "total_predicted": 18, |
| "exact_match": false, |
| "hierarchical_f1": 0.8719699623202251, |
| "code_precision": 0.5882352941176471, |
| "code_recall": 0.5555555555555556 |
| }, |
| { |
| "index": 107, |
| "gt_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 108, |
| "gt_codes": [ |
| "11Q713", |
| "11Q71454", |
| "48C24" |
| ], |
| "predicted_codes": [ |
| "11G", |
| "48C24", |
| "73" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11G\", \"48C24\", \"73\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.5156687898089172, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 109, |
| "gt_codes": [ |
| "73D415" |
| ], |
| "predicted_codes": [ |
| "73D41" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73D41\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.855, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 110, |
| "gt_codes": [ |
| "25G21(GOURD)", |
| "25G41(ROSE)", |
| "31A559", |
| "33C23", |
| "47I221", |
| "47I2213", |
| "83(HOOFT, Granida)" |
| ], |
| "predicted_codes": [ |
| "25G41(ROSE)", |
| "31A(+89)", |
| "31D13", |
| "31D16", |
| "41C7111", |
| "47I221", |
| "9" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G41(ROSE)\", \"31A(+89)\", \"31D13\", \"31D16\", \"41C7111\", \"47I221\", \"9\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.5522744541584657, |
| "code_precision": 0.2857142857142857, |
| "code_recall": 0.2857142857142857 |
| }, |
| { |
| "index": 111, |
| "gt_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(N)" |
| ], |
| "predicted_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(I)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(I)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 112, |
| "gt_codes": [ |
| "48C149", |
| "61E(ROMA)", |
| "61F(COLOSSEO)", |
| "48A72" |
| ], |
| "predicted_codes": [ |
| "25I1", |
| "61E(ROMA)", |
| "48C149", |
| "61F(COLOSSEO)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I1\", \"61E(ROMA)\", \"48C149\", \"61F(COLOSSEO)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.7946708463949844, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 113, |
| "gt_codes": [ |
| "86(CLARIUS INDE MICAT)", |
| "24A81", |
| "25D11(DIAMOND)", |
| "22C5", |
| "11A2", |
| "11M31" |
| ], |
| "predicted_codes": [ |
| "86(CLARIUS INDE MICAT)", |
| "41A542", |
| "49L71", |
| "24A81", |
| "31B6(+0)", |
| "11M31" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"86(CLARIUS INDE MICAT)\", \"41A542\", \"49L71\", \"24A81\", \"31B6(+0)\", \"11M31\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.5568685376661743, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 114, |
| "gt_codes": [ |
| "49C212", |
| "52" |
| ], |
| "predicted_codes": [ |
| "49C212", |
| "49D36" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49C212\", \"49D36\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.5798319327731092, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 115, |
| "gt_codes": [ |
| "25F33(EAGLE)(+5262)", |
| "25H114", |
| "25I2", |
| "25I6", |
| "31A22210", |
| "46C2322", |
| "73D83", |
| "86(SIC ALOR)" |
| ], |
| "predicted_codes": [ |
| "25F33(EAGLE)(+51)", |
| "25H214", |
| "25I6", |
| "31A221", |
| "31E23(+0)", |
| "57AA91(+0)", |
| "57BB13(+0)", |
| "86(SIC ALOR)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F33(EAGLE)(+51)\", \"25H214\", \"25I6\", \"31A221\", \"31E23(+0)\", \"57AA91(+0)\", \"57BB13(+0)\", \"86(SIC ALOR)\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.6178191354903944, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 116, |
| "gt_codes": [ |
| "73B57" |
| ], |
| "predicted_codes": [ |
| "73B57" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73B57\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 117, |
| "gt_codes": [ |
| "49B24" |
| ], |
| "predicted_codes": [ |
| "49B2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49B2\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.76, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 118, |
| "gt_codes": [ |
| "41A775", |
| "45C11(SPEAR)", |
| "45C16(CANNON)", |
| "45C221", |
| "92D1916" |
| ], |
| "predicted_codes": [ |
| "41A77", |
| "45C22", |
| "48C7352", |
| "92D1916", |
| "92L1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A77\", \"45C22\", \"48C7352\", \"92D1916\", \"92L1\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.71347983310153, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 119, |
| "gt_codes": [ |
| "25H" |
| ], |
| "predicted_codes": [ |
| "48C524" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48C524\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 120, |
| "gt_codes": [ |
| "49M3" |
| ], |
| "predicted_codes": [ |
| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M3\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 121, |
| "gt_codes": [ |
| "34B11", |
| "31D14(+72)", |
| "31D14(+9321)" |
| ], |
| "predicted_codes": [ |
| "46A15", |
| "25H(+0)", |
| "31D14(+72)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A15\", \"25H(+0)\", \"31D14(+72)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.45833333333333337, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 122, |
| "gt_codes": [ |
| "11Q7121(TOWER)", |
| "25H2", |
| "25I2", |
| "43C128" |
| ], |
| "predicted_codes": [ |
| "25I1", |
| "61E(GORINCHEM)", |
| "61F(NIEUWLAND)", |
| "61F(POEL)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I1\", \"61E(GORINCHEM)\", \"61F(NIEUWLAND)\", \"61F(POEL)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.18749999999999997, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 123, |
| "gt_codes": [ |
| "49D22" |
| ], |
| "predicted_codes": [ |
| "49D22" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49D22\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 124, |
| "gt_codes": [ |
| "25H132", |
| "41D263" |
| ], |
| "predicted_codes": [ |
| "46C513", |
| "47K" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46C513\", \"47K\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.13220338983050847, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 125, |
| "gt_codes": [ |
| "25F35(PARROT)", |
| "25G21(APRICOT)", |
| "25G21(FIG)", |
| "25G21(LEMON)", |
| "25G21(MELON)", |
| "25G21(POMEGRANATE)", |
| "25G21(PRUNE)", |
| "25G21(RED CURRANT)", |
| "41A7751", |
| "41C653", |
| "41C653(LEMON)", |
| "41C653(PRUNE)", |
| "47I422", |
| "47I4222" |
| ], |
| "predicted_codes": [ |
| "25F32(FINCH)", |
| "25G21(APRICOT)", |
| "25G21(CHERRY)", |
| "25G21(LEMON)", |
| "25G21(MELON)", |
| "25G21(PRUNE)", |
| "25G21(STRAWBERRY)", |
| "25G21(WALNUT)", |
| "41A7751", |
| "41C653", |
| "41C653(LEMON)", |
| "41C653(PRUNE)", |
| "47I4223", |
| "48(+631)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F32(FINCH)\", \"25G21(APRICOT)\", \"25G21(CHERRY)\", \"25G21(LEMON)\", \"25G21(MELON)\", \"25G21(PRUNE)\", \"25G21(STRAWBERRY)\", \"25G21(WALNUT)\", \"41A7751\", \"41C653\", \"41C653(LEMON)\", \"41C653(PRUNE)\", \"47I4223\", \"48(+631)\"]}", |
| "valid_json": true, |
| "valid_code_count": 14, |
| "total_predicted": 14, |
| "exact_match": false, |
| "hierarchical_f1": 0.9490503498569683, |
| "code_precision": 0.5714285714285714, |
| "code_recall": 0.5714285714285714 |
| }, |
| { |
| "index": 126, |
| "gt_codes": [ |
| "25H", |
| "31D11221" |
| ], |
| "predicted_codes": [ |
| "31D112", |
| "47I85" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D112\", \"47I85\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.45125, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 127, |
| "gt_codes": [ |
| "25G3", |
| "25H", |
| "41A1", |
| "41A33" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "25I1", |
| "41A17", |
| "46C11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25I1\", \"41A17\", \"46C11\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.6339607843137256, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 128, |
| "gt_codes": [ |
| "33A35" |
| ], |
| "predicted_codes": [ |
| "33C23" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"33C23\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.4000000000000001, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 129, |
| "gt_codes": [ |
| "71A2", |
| "71A22" |
| ], |
| "predicted_codes": [ |
| "14C", |
| "24B" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"14C\", \"24B\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 130, |
| "gt_codes": [ |
| "25F25(ELEPHANT)", |
| "25I", |
| "25I13", |
| "34E22", |
| "43B7" |
| ], |
| "predicted_codes": [ |
| "25F25(ELEPHANT)", |
| "25G3", |
| "25I141", |
| "31D112", |
| "46C11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F25(ELEPHANT)\", \"25G3\", \"25I141\", \"31D112\", \"46C11\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.5223097514340345, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 131, |
| "gt_codes": [ |
| "11I36", |
| "73" |
| ], |
| "predicted_codes": [ |
| "73", |
| "73E31" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73\", \"73E31\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.5798319327731092, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 132, |
| "gt_codes": [ |
| "33A52", |
| "46A71" |
| ], |
| "predicted_codes": [ |
| "31A25(+933)", |
| "46A7" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A25(+933)\", \"46A7\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.48, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 133, |
| "gt_codes": [ |
| "25F72(OYSTER)", |
| "25G21(LEMON)", |
| "41C653(LEMON)", |
| "47I4223" |
| ], |
| "predicted_codes": [ |
| "25G21(LEMON)", |
| "41C323", |
| "41C653(LEMON)", |
| "47I4223" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G21(LEMON)\", \"41C323\", \"41C653(LEMON)\", \"47I4223\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.8742857142857143, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 134, |
| "gt_codes": [ |
| "31B19", |
| "41A3911", |
| "47I221" |
| ], |
| "predicted_codes": [ |
| "25H11", |
| "47I2112", |
| "48C7351" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"47I2112\", \"48C7351\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.32, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 135, |
| "gt_codes": [ |
| "11A23", |
| "11D51", |
| "11D52", |
| "11Q0", |
| "22C311", |
| "25F3(+342)", |
| "31A2512(+933)", |
| "31A2512(+9341)", |
| "31A511", |
| "31A51452", |
| "31AA2331", |
| "31D12", |
| "31D13", |
| "31G1", |
| "41A711", |
| "41D2661", |
| "41D2668", |
| "44B1211", |
| "46E221", |
| "71Q82(+0)" |
| ], |
| "predicted_codes": [ |
| "11A23", |
| "11D51", |
| "11Q7141", |
| "22C311", |
| "25F(+342)", |
| "31AA2331", |
| "31B6211", |
| "31G1", |
| "34B11(+9536)", |
| "41A22", |
| "41A33", |
| "41A711", |
| "41A713", |
| "41A713(+0)", |
| "41A7612", |
| "41A771:25D13(COPPER)", |
| "41A773", |
| "41D2661", |
| "48C5142", |
| "48C515" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11A23\", \"11D51\", \"11Q7141\", \"22C311\", \"25F(+342)\", \"31AA2331\", \"31B6211\", \"31G1\", \"34B11(+9536)\", \"41A22\", \"41A33\", \"41A711\", \"41A713\", \"41A713(+0)\", \"41A7612\", \"41A771:25D13(COPPER)\", \"41A773\", \"41D2661\", \"48C5142\", \"48C515\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.6930259365994236, |
| "code_precision": 0.35, |
| "code_recall": 0.35 |
| }, |
| { |
| "index": 136, |
| "gt_codes": [ |
| "25H114", |
| "31EE2346", |
| "45C13(SWORD)", |
| "45C19(SHIELD)", |
| "45C15(ARROW)", |
| "45C22", |
| "45C23", |
| "53C11(+4)", |
| "56E3(+22)", |
| "56F2(+22)", |
| "56F2(+4)", |
| "86(NEMO ADEO FERUS EST, QUI NON MITESCERE POSSIT)", |
| "92B46", |
| "92B48(ARMOUR)", |
| "92B48(SHIELD)", |
| "92B48(SWORD)", |
| "92D151", |
| "92D18(QUIVER)" |
| ], |
| "predicted_codes": [ |
| "25F42", |
| "31A27631(+921)", |
| "31D14", |
| "31E234631(+7)", |
| "33B9", |
| "41D283", |
| "45C13(SWORD)", |
| "45C22", |
| "45C221", |
| "45H33(+0)", |
| "54AA46(+4)", |
| "56F2(+4)", |
| "86(AMORIS VIRTUS)", |
| "92D1511", |
| "92D18(BOW)", |
| "92D18(QUIVER)", |
| "92D18(SCOURGE)", |
| "92D18(STAFF)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F42\", \"31A27631(+921)\", \"31D14\", \"31E234631(+7)\", \"33B9\", \"41D283\", \"45C13(SWORD)\", \"45C22\", \"45C221\", \"45H33(+0)\", \"54AA46(+4)\", \"56F2(+4)\", \"86(AMORIS VIRTUS)\", \"92D1511\", \"92D18(BOW)\", \"92D18(QUIVER)\", \"92D18(SCOURGE)\", \"92D18(STAFF)\"]}", |
| "valid_json": true, |
| "valid_code_count": 18, |
| "total_predicted": 18, |
| "exact_match": false, |
| "hierarchical_f1": 0.6916664156626507, |
| "code_precision": 0.2222222222222222, |
| "code_recall": 0.2222222222222222 |
| }, |
| { |
| "index": 137, |
| "gt_codes": [ |
| "25I", |
| "25I1" |
| ], |
| "predicted_codes": [ |
| "25H11", |
| "46C112" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C112\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.2533333333333333, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 138, |
| "gt_codes": [ |
| "31D14", |
| "31D15", |
| "61B(+52)" |
| ], |
| "predicted_codes": [ |
| "42G:61B2(...)13", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"42G:61B2(...)13\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.40726329442282744, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 139, |
| "gt_codes": [ |
| "25F36(SWAN)", |
| "41A11", |
| "41A646", |
| "43B42" |
| ], |
| "predicted_codes": [ |
| "25F36(SWAN)", |
| "25I13", |
| "41A11", |
| "48C2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F36(SWAN)\", \"25I13\", \"41A11\", \"48C2\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.6692444029850747, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 140, |
| "gt_codes": [ |
| "31A235", |
| "31A2422", |
| "41A721", |
| "41D222(JABOT)", |
| "46A122", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "31A5331", |
| "41D222(JABOT)", |
| "46A122", |
| "49B43", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31A5331\", \"41D222(JABOT)\", \"46A122\", \"49B43\", \"61B(+53)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.8712616487455197, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 141, |
| "gt_codes": [ |
| "25I", |
| "25I1", |
| "44B233" |
| ], |
| "predicted_codes": [ |
| "25I", |
| "25I1", |
| "46C112" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I\", \"25I1\", \"46C112\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.7333333333333335, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 142, |
| "gt_codes": [ |
| "73B93", |
| "73B931" |
| ], |
| "predicted_codes": [ |
| "73A52", |
| "73B4" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73A52\", \"73B4\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.5240758293838862, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 143, |
| "gt_codes": [ |
| "25G41(ANEMONE)", |
| "25G41(CONVOLVULUS)", |
| "25G41(DAFFODIL)", |
| "25G41(DAGSCONE)", |
| "25G41(NARCISSUS)", |
| "25G41(ROSE)", |
| "25G41(TULIP)", |
| "25H11", |
| "41A646", |
| "41A671", |
| "41D283" |
| ], |
| "predicted_codes": [ |
| "25G4(IVY)", |
| "25G41(CARNATION)", |
| "25G41(CONVOLVULUS)", |
| "25G41(DAGSCONE)", |
| "25G41(MARIGOLD)", |
| "25G41(PANSY)", |
| "25G41(ROSE)", |
| "25G41(TULIP)", |
| "25H", |
| "41A671", |
| "48C2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(IVY)\", \"25G41(CARNATION)\", \"25G41(CONVOLVULUS)\", \"25G41(DAGSCONE)\", \"25G41(MARIGOLD)\", \"25G41(PANSY)\", \"25G41(ROSE)\", \"25G41(TULIP)\", \"25H\", \"41A671\", \"48C2\"]}", |
| "valid_json": true, |
| "valid_code_count": 11, |
| "total_predicted": 11, |
| "exact_match": false, |
| "hierarchical_f1": 0.8766709081483576, |
| "code_precision": 0.45454545454545453, |
| "code_recall": 0.45454545454545453 |
| }, |
| { |
| "index": 144, |
| "gt_codes": [ |
| "31A247", |
| "31A2514(+933)", |
| "31A2516(+933)", |
| "31A26211(+51)", |
| "31A2747", |
| "31A534", |
| "31A611", |
| "31B171", |
| "31D14", |
| "34B11", |
| "41A23", |
| "41A3221", |
| "41A4231", |
| "41A7612", |
| "41A7633", |
| "41B21", |
| "41B31", |
| "41B313", |
| "41D211(+81)", |
| "41D233(+81)" |
| ], |
| "predicted_codes": [ |
| "31A2516(+934)", |
| "31A2711", |
| "31B6211", |
| "31D14", |
| "34B11(+95212)", |
| "41A22", |
| "41A33", |
| "41A711", |
| "41A713", |
| "41A7211", |
| "41A7612", |
| "41C321", |
| "41C322", |
| "41C323", |
| "41C341", |
| "41C37", |
| "41D211", |
| "41D22", |
| "41D23", |
| "41D27" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2516(+934)\", \"31A2711\", \"31B6211\", \"31D14\", \"34B11(+95212)\", \"41A22\", \"41A33\", \"41A711\", \"41A713\", \"41A7211\", \"41A7612\", \"41C321\", \"41C322\", \"41C323\", \"41C341\", \"41C37\", \"41D211\", \"41D22\", \"41D23\", \"41D27\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.7478154244652407, |
| "code_precision": 0.1, |
| "code_recall": 0.1 |
| }, |
| { |
| "index": 145, |
| "gt_codes": [ |
| "25G4(...)" |
| ], |
| "predicted_codes": [ |
| "25G4(...)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(...)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 146, |
| "gt_codes": [ |
| "31A231", |
| "31A2422", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "31D15:61BB", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.8899719887955181, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 147, |
| "gt_codes": [ |
| "31D112", |
| "42G:61B2(...)13", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31D112:61B2(...)1", |
| "41A711(+2)", |
| "48C5142", |
| "92D1916" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D112:61B2(...)1\", \"41A711(+2)\", \"48C5142\", \"92D1916\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.294975, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 148, |
| "gt_codes": [ |
| "61D(GERMANIA)", |
| "61D(FRANCIA)", |
| "45A145" |
| ], |
| "predicted_codes": [ |
| "46A15", |
| "44C312", |
| "61B2(B\u00dcLOW, Bernhard)(+4)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A15\", \"44C312\", \"61B2(B\\u00dcLOW, Bernhard)(+4)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.2848554913294798, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 149, |
| "gt_codes": [ |
| "11H(PETER)", |
| "11Q733", |
| "31A25561(+915)", |
| "49L12(P)", |
| "49L171", |
| "73F45" |
| ], |
| "predicted_codes": [ |
| "11D324", |
| "11H(PAUL)", |
| "45C13(SWORD)", |
| "49L12(I)", |
| "49L171", |
| "73F412" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11D324\", \"11H(PAUL)\", \"45C13(SWORD)\", \"49L12(I)\", \"49L171\", \"73F412\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.7096087636932707, |
| "code_precision": 0.16666666666666666, |
| "code_recall": 0.16666666666666666 |
| }, |
| { |
| "index": 150, |
| "gt_codes": [ |
| "11M41", |
| "31A511" |
| ], |
| "predicted_codes": [ |
| "11R5", |
| "31F1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11R5\", \"31F1\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.38, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 151, |
| "gt_codes": [ |
| "31A231", |
| "31A2421", |
| "45C21", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "31D15:61BB", |
| "41D221(CAP)", |
| "41D222(SHAWL)", |
| "61B(+52)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D15:61BB\", \"41D221(CAP)\", \"41D222(SHAWL)\", \"61B(+52)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.6815905677380595, |
| "code_precision": 0.16666666666666666, |
| "code_recall": 0.16666666666666666 |
| }, |
| { |
| "index": 152, |
| "gt_codes": [ |
| "33B41", |
| "96D(SABINE WOMEN)61", |
| "98" |
| ], |
| "predicted_codes": [ |
| "45B", |
| "98", |
| "98C(CLEOPATRA)68" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45B\", \"98\", \"98C(CLEOPATRA)68\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.42790697674418604, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 153, |
| "gt_codes": [ |
| "73C221", |
| "73C222", |
| "73C223" |
| ], |
| "predicted_codes": [ |
| "48A9876(+744)", |
| "48A9861", |
| "25F3(+52)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48A9876(+744)\", \"48A9861\", \"25F3(+52)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 154, |
| "gt_codes": [ |
| "92D1916", |
| "48A98311", |
| "25G41", |
| "48A9875", |
| "61B2(PFEFFERKORN, Johannes)11" |
| ], |
| "predicted_codes": [ |
| "11G191", |
| "48A9876", |
| "48C5156", |
| "48A9832", |
| "61B2(ERASMUS <Rotterdam, von>)11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11G191\", \"48A9876\", \"48C5156\", \"48A9832\", \"61B2(ERASMUS <Rotterdam, von>)11\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.6078791973791973, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 155, |
| "gt_codes": [ |
| "31D14", |
| "45H3", |
| "25G3", |
| "46C131", |
| "45F4", |
| "44B132", |
| "53CC1" |
| ], |
| "predicted_codes": [ |
| "45B", |
| "25H13", |
| "46A12", |
| "48C5156", |
| "45F34", |
| "45K21", |
| "45D21" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45B\", \"25H13\", \"46A12\", \"48C5156\", \"45F34\", \"45K21\", \"45D21\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.31666666666666665, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 156, |
| "gt_codes": [ |
| "31A2422", |
| "31D13", |
| "31D15:61BB", |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "31D15:61BB", |
| "48B3", |
| "61B(+52)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D15:61BB\", \"48B3\", \"61B(+52)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.8343195266272189, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 157, |
| "gt_codes": [ |
| "31A235", |
| "31A24(+1)", |
| "61B(+54)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.9574812398042414, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 158, |
| "gt_codes": [ |
| "41A12", |
| "61F(GROENEWOUDE)" |
| ], |
| "predicted_codes": [ |
| "41A16", |
| "61F(HUIS GROENEWOUD)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A16\", \"61F(HUIS GROENEWOUD)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.9, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 159, |
| "gt_codes": [ |
| "34B11", |
| "47I213", |
| "47I221", |
| "47I2211" |
| ], |
| "predicted_codes": [ |
| "25I", |
| "31D15:61BB", |
| "41A771", |
| "48B3:61B" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I\", \"31D15:61BB\", \"41A771\", \"48B3:61B\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.16632352941176473, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 160, |
| "gt_codes": [ |
| "44B1", |
| "46A12", |
| "45C21" |
| ], |
| "predicted_codes": [ |
| "45C21", |
| "46A12", |
| "61B2(HERZOG, Heinrich)11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45C21\", \"46A12\", \"61B2(HERZOG, Heinrich)11\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.6968973747016707, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 161, |
| "gt_codes": [ |
| "11M42", |
| "11M44", |
| "25H", |
| "25I", |
| "44G0", |
| "44G112", |
| "46C13141", |
| "46C1463", |
| "54A2", |
| "92D1916" |
| ], |
| "predicted_codes": [ |
| "25A", |
| "34B11", |
| "46C13141", |
| "48C7352", |
| "49L73", |
| "49M32", |
| "5(+1)", |
| "59C2", |
| "92D1916", |
| "92K1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25A\", \"34B11\", \"46C13141\", \"48C7352\", \"49L73\", \"49M32\", \"5(+1)\", \"59C2\", \"92D1916\", \"92K1\"]}", |
| "valid_json": true, |
| "valid_code_count": 10, |
| "total_predicted": 10, |
| "exact_match": false, |
| "hierarchical_f1": 0.39353612167300384, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 162, |
| "gt_codes": [ |
| "11K", |
| "31A233", |
| "31B1", |
| "31D14", |
| "31D15" |
| ], |
| "predicted_codes": [ |
| "31A233", |
| "31D14", |
| "31D15", |
| "42E131", |
| "73" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A233\", \"31D14\", \"31D15\", \"42E131\", \"73\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.6357366771159875, |
| "code_precision": 0.6, |
| "code_recall": 0.6 |
| }, |
| { |
| "index": 163, |
| "gt_codes": [ |
| "86(HOMO HOMINI DEUS)", |
| "25I144", |
| "25I154", |
| "59B31", |
| "59B4", |
| "11N36", |
| "92D17", |
| "55B1", |
| "31D14", |
| "33A53", |
| "56F231" |
| ], |
| "predicted_codes": [ |
| "86(HOMO HOMINI DEUS)", |
| "42B74", |
| "31D15(+9321)", |
| "31A25552", |
| "31A25512", |
| "31A25513", |
| "31A25512", |
| "31A25513", |
| "31A25512", |
| "31A25513", |
| "57BB13" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"86(HOMO HOMINI DEUS)\", \"42B74\", \"31D15(+9321)\", \"31A25552\", \"31A25512\", \"31A25513\", \"31A25512\", \"31A25513\", \"31A25512\", \"31A25513\", \"57BB13\"]}", |
| "valid_json": true, |
| "valid_code_count": 11, |
| "total_predicted": 11, |
| "exact_match": false, |
| "hierarchical_f1": 0.31587421999265886, |
| "code_precision": 0.14285714285714285, |
| "code_recall": 0.09090909090909091 |
| }, |
| { |
| "index": 164, |
| "gt_codes": [ |
| "92A" |
| ], |
| "predicted_codes": [ |
| "92B37" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"92B37\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.38, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 165, |
| "gt_codes": [ |
| "31A2421", |
| "31D12", |
| "45B", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "45B", |
| "45C22", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"45B\", \"45C22\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.8966666666666666, |
| "code_precision": 0.8333333333333334, |
| "code_recall": 0.8333333333333334 |
| }, |
| { |
| "index": 166, |
| "gt_codes": [ |
| "73B633", |
| "73B641" |
| ], |
| "predicted_codes": [ |
| "73D94", |
| "11I62(DAVID)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73D94\", \"11I62(DAVID)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.2533333333333333, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 167, |
| "gt_codes": [ |
| "44C312" |
| ], |
| "predicted_codes": [ |
| "44C312" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"44C312\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 168, |
| "gt_codes": [ |
| "11D124", |
| "11Q15", |
| "25F23(LION)", |
| "73D231", |
| "73D633", |
| "73E422" |
| ], |
| "predicted_codes": [ |
| "11H(CHRISTOPHER)51", |
| "11HH(CATHERINE)", |
| "73D41", |
| "73E23", |
| "73F22372", |
| "73F2238" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H(CHRISTOPHER)51\", \"11HH(CATHERINE)\", \"73D41\", \"73E23\", \"73F22372\", \"73F2238\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.42691358024691356, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 169, |
| "gt_codes": [ |
| "31D14", |
| "31D15", |
| "48C755", |
| "61B(+52)" |
| ], |
| "predicted_codes": [ |
| "31D12", |
| "31D13", |
| "48C75", |
| "61B(+52)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D12\", \"31D13\", \"48C75\", \"61B(+52)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.86375, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 170, |
| "gt_codes": [ |
| "25F23(LION)", |
| "23U24", |
| "11R5", |
| "25A13", |
| "11D131", |
| "48C24", |
| "48C16", |
| "24D", |
| "49E11", |
| "24B21" |
| ], |
| "predicted_codes": [ |
| "25F3", |
| "48C24", |
| "92D1916", |
| "48A9876", |
| "48C16", |
| "48C142", |
| "48C1623", |
| "48C1424", |
| "48C1642", |
| "48C1425" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"48C24\", \"92D1916\", \"48A9876\", \"48C16\", \"48C142\", \"48C1623\", \"48C1424\", \"48C1642\", \"48C1425\"]}", |
| "valid_json": true, |
| "valid_code_count": 10, |
| "total_predicted": 10, |
| "exact_match": false, |
| "hierarchical_f1": 0.48436772983114446, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 171, |
| "gt_codes": [ |
| "11P3113", |
| "11Q7146", |
| "31A2422", |
| "31A5341", |
| "31D12", |
| "41D221", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "31A534", |
| "31A5341", |
| "41D221(CAP)", |
| "41D222(RUFF)", |
| "46A122", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31A534\", \"31A5341\", \"41D221(CAP)\", \"41D222(RUFF)\", \"46A122\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 9, |
| "total_predicted": 9, |
| "exact_match": false, |
| "hierarchical_f1": 0.7888591459528362, |
| "code_precision": 0.5555555555555556, |
| "code_recall": 0.5555555555555556 |
| }, |
| { |
| "index": 172, |
| "gt_codes": [ |
| "25H1321" |
| ], |
| "predicted_codes": [ |
| "25H(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.57, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 173, |
| "gt_codes": [ |
| "46C24", |
| "25H2322" |
| ], |
| "predicted_codes": [ |
| "46C24", |
| "25H2322" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46C24\", \"25H2322\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 174, |
| "gt_codes": [ |
| "48B3:61B", |
| "48C51", |
| "48C5152", |
| "48C5153", |
| "61B(+55)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A231", |
| "48B3:61B", |
| "48C51", |
| "48C5152", |
| "48C5153", |
| "61B(+55)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A231\", \"48B3:61B\", \"48C51\", \"48C5152\", \"48C5153\", \"61B(+55)\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.8782718385367392, |
| "code_precision": 0.8333333333333334, |
| "code_recall": 0.8333333333333334 |
| }, |
| { |
| "index": 175, |
| "gt_codes": [ |
| "48A98211", |
| "42E34" |
| ], |
| "predicted_codes": [ |
| "48A9875", |
| "46A122" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48A9875\", \"46A122\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.5225, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 176, |
| "gt_codes": [ |
| "11L61", |
| "25I11", |
| "32B311(ROMANS)", |
| "33A11", |
| "46B3311", |
| "46B51", |
| "46C22", |
| "46C24(+64)", |
| "47B11(+12)", |
| "47B11(+21)", |
| "47B131", |
| "47G3", |
| "47G311", |
| "47G52", |
| "61E(JANICULUM)", |
| "61E(SATURNIA)", |
| "61F(VICUS ARGENTARIUS)", |
| "91B1115", |
| "96A1251" |
| ], |
| "predicted_codes": [ |
| "32B37(+52)", |
| "41A12", |
| "41C621", |
| "41D221(HAT)", |
| "44G312", |
| "46C223", |
| "46C2231", |
| "48C7354", |
| "48CC7525", |
| "48CC7541", |
| "48CC7542", |
| "48CC7543", |
| "48CC7545", |
| "48CC7546", |
| "48CC755", |
| "48CC756", |
| "48CC7561", |
| "48CC7562", |
| "48CC7563" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"32B37(+52)\", \"41A12\", \"41C621\", \"41D221(HAT)\", \"44G312\", \"46C223\", \"46C2231\", \"48C7354\", \"48CC7525\", \"48CC7541\", \"48CC7542\", \"48CC7543\", \"48CC7545\", \"48CC7546\", \"48CC755\", \"48CC756\", \"48CC7561\", \"48CC7562\", \"48CC7563\"]}", |
| "valid_json": true, |
| "valid_code_count": 19, |
| "total_predicted": 19, |
| "exact_match": false, |
| "hierarchical_f1": 0.26366315789473693, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 177, |
| "gt_codes": [ |
| "11C14", |
| "71C11824(+0)" |
| ], |
| "predicted_codes": [ |
| "71C3121", |
| "71C3122" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"71C3121\", \"71C3122\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.37999999999999995, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 178, |
| "gt_codes": [ |
| "31A2521", |
| "48B3:61B", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "31A24(+1)", |
| "61B(+53)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A24(+1)\", \"61B(+53)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.7150912646675358, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 179, |
| "gt_codes": [ |
| "49M42", |
| "49M3" |
| ], |
| "predicted_codes": [ |
| "49M42", |
| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M42\", \"49M3\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 180, |
| "gt_codes": [ |
| "43A42" |
| ], |
| "predicted_codes": [ |
| "46A1241(GOLDEN FLEECE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A1241(GOLDEN FLEECE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.19, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 181, |
| "gt_codes": [ |
| "41D221(HAT)", |
| "48", |
| "48C2", |
| "48C514", |
| "54BB2", |
| "55C11", |
| "86(VIEL ZIERDE, WENIG NUTZEN)" |
| ], |
| "predicted_codes": [ |
| "31A511", |
| "48C24", |
| "48C510:61B2(...)1", |
| "48C5142", |
| "48C5152", |
| "51AA4", |
| "86(VIEL ZIERDE, WENIG NUTZEN)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A511\", \"48C24\", \"48C510:61B2(...)1\", \"48C5142\", \"48C5152\", \"51AA4\", \"86(VIEL ZIERDE, WENIG NUTZEN)\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.578379254809785, |
| "code_precision": 0.14285714285714285, |
| "code_recall": 0.14285714285714285 |
| }, |
| { |
| "index": 182, |
| "gt_codes": [ |
| "31D11222", |
| "41A721", |
| "41D2665", |
| "42B742", |
| "42G:61B2(...)13" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "31D112:61B2(...)1", |
| "42G:61B2(...)13", |
| "61B(+54)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31D112:61B2(...)1\", \"42G:61B2(...)13\", \"61B(+54)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.4915798786653185, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 183, |
| "gt_codes": [ |
| "92C455" |
| ], |
| "predicted_codes": [ |
| "92C454" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"92C454\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.9, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 184, |
| "gt_codes": [ |
| "25I3", |
| "41D42" |
| ], |
| "predicted_codes": [ |
| "47I213", |
| "47I221" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"47I213\", \"47I221\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.12666666666666665, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 185, |
| "gt_codes": [ |
| "31A231", |
| "31A2422", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "46A122", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"46A122\", \"61B(+53)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.869406392694064, |
| "code_precision": 0.8, |
| "code_recall": 0.8 |
| }, |
| { |
| "index": 186, |
| "gt_codes": [ |
| "86(VULPES, ET SIMIUS)", |
| "25F23(LION)", |
| "25F22(+343)", |
| "25F23(FOX)", |
| "52A2", |
| "51A5" |
| ], |
| "predicted_codes": [ |
| "85(LION, FOX AND MONKEY)", |
| "25F23(LION)(+1)", |
| "25F23(FOX)(+1)", |
| "25F22(+1)", |
| "44B1", |
| "57A" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"85(LION, FOX AND MONKEY)\", \"25F23(LION)(+1)\", \"25F23(FOX)(+1)\", \"25F22(+1)\", \"44B1\", \"57A\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.5804017216642756, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 187, |
| "gt_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(O)" |
| ], |
| "predicted_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(O)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(O)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 188, |
| "gt_codes": [ |
| "48A98312" |
| ], |
| "predicted_codes": [ |
| "48A98312" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48A98312\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 189, |
| "gt_codes": [ |
| "41B162", |
| "41B23(+0)", |
| "41C12", |
| "41C74", |
| "41C74(+1)", |
| "41C741" |
| ], |
| "predicted_codes": [ |
| "31A254", |
| "31B6235", |
| "33A35", |
| "41C74(+1)", |
| "41C741", |
| "46A14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A254\", \"31B6235\", \"33A35\", \"41C74(+1)\", \"41C741\", \"46A14\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.488888888888889, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 190, |
| "gt_codes": [ |
| "31A231", |
| "31A2421", |
| "45B", |
| "61B(+54)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A231", |
| "31A2421", |
| "45B", |
| "61B(+54)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31A2421\", \"45B\", \"61B(+54)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 191, |
| "gt_codes": [ |
| "32A5", |
| "54F122" |
| ], |
| "predicted_codes": [ |
| "46A17", |
| "31D14(+9321)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A17\", \"31D14(+9321)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.095, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 192, |
| "gt_codes": [ |
| "44B113", |
| "61B2(GOTTFRIED V OF BOUILLON, DUKE OF LOWER-LOTHARINGIA, KING OF JERUSALEM)" |
| ], |
| "predicted_codes": [ |
| "49D22", |
| "11I62(SOLOMON)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49D22\", \"11I62(SOLOMON)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.095, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 193, |
| "gt_codes": [ |
| "25H17", |
| "25I2", |
| "46A14", |
| "46C1215", |
| "46C145", |
| "47D31", |
| "51LL1", |
| "54DD4:51K1", |
| "86(INVENTIS NON FACILE EST ADDERE)" |
| ], |
| "predicted_codes": [ |
| "25I1", |
| "46C13141(+733)", |
| "46C145", |
| "47D31", |
| "47I141", |
| "47I1421", |
| "51E11", |
| "51EE11", |
| "86(INVENTIS NON FACILE EST ADDERE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46C13141(+733)\", \"46C145\", \"47D31\", \"47I141\", \"47I1421\", \"51E11\", \"51EE11\", \"86(INVENTIS NON FACILE EST ADDERE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 9, |
| "total_predicted": 9, |
| "exact_match": false, |
| "hierarchical_f1": 0.6448272561967654, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 194, |
| "gt_codes": [ |
| "25F22", |
| "34E3" |
| ], |
| "predicted_codes": [ |
| "25F22", |
| "34(+91)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F22\", \"34(+91)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.69, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 195, |
| "gt_codes": [ |
| "46A12", |
| "48C5142", |
| "41B31", |
| "48A9875", |
| "31A511", |
| "41A222", |
| "41C51" |
| ], |
| "predicted_codes": [ |
| "41A2", |
| "31D15", |
| "46A12", |
| "48C5142", |
| "41B311", |
| "41C5", |
| "41A44" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A2\", \"31D15\", \"46A12\", \"48C5142\", \"41B311\", \"41C5\", \"41A44\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.7483744547437295, |
| "code_precision": 0.2857142857142857, |
| "code_recall": 0.2857142857142857 |
| }, |
| { |
| "index": 196, |
| "gt_codes": [ |
| "25I146", |
| "31A(+89)", |
| "31D112", |
| "73", |
| "73B633" |
| ], |
| "predicted_codes": [ |
| "25H", |
| "31A(+89)", |
| "46C24", |
| "71", |
| "71E122" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H\", \"31A(+89)\", \"46C24\", \"71\", \"71E122\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.39033502538071063, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 197, |
| "gt_codes": [ |
| "41A31", |
| "43C11491", |
| "61F(JAGDSCHLOSS LANGELEBEN)" |
| ], |
| "predicted_codes": [ |
| "41A16", |
| "48C1425", |
| "61F(SCHLOSS LANGELIEBEN)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A16\", \"48C1425\", \"61F(SCHLOSS LANGELIEBEN)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.5966666666666667, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 198, |
| "gt_codes": [ |
| "11D", |
| "31D15", |
| "41A3911", |
| "73", |
| "73C72212" |
| ], |
| "predicted_codes": [ |
| "25H15", |
| "31D14", |
| "31D15", |
| "9", |
| "97C1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H15\", \"31D14\", \"31D15\", \"9\", \"97C1\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.2571428571428571, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 199, |
| "gt_codes": [ |
| "31E23621", |
| "42E191", |
| "44F51", |
| "44G342" |
| ], |
| "predicted_codes": [ |
| "25A3", |
| "25H18", |
| "61D(ITALY)", |
| "61E(VENICE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25A3\", \"25H18\", \"61D(ITALY)\", \"61E(VENICE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 200, |
| "gt_codes": [ |
| "31A2421", |
| "31A5331", |
| "48A811", |
| "61B(+2)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "48B3:61B", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"48B3:61B\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.8112525667351129, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 201, |
| "gt_codes": [ |
| "31A231", |
| "31A2421", |
| "31D13", |
| "31D15:61BB", |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "41D221(CAP)", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"41D221(CAP)\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.7978442521631643, |
| "code_precision": 0.6, |
| "code_recall": 0.6 |
| }, |
| { |
| "index": 202, |
| "gt_codes": [ |
| "22C3114", |
| "25F33(EAGLE)(+1)", |
| "25G3(LAUREL)(+221)", |
| "31D12", |
| "48A9877" |
| ], |
| "predicted_codes": [ |
| "25F33(EAGLE)(+1)", |
| "48A98(+2)", |
| "48A9876", |
| "92B11221", |
| "92C2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F33(EAGLE)(+1)\", \"48A98(+2)\", \"48A9876\", \"92B11221\", \"92C2\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.5309746478873237, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 203, |
| "gt_codes": [ |
| "25I", |
| "25I1", |
| "41A51" |
| ], |
| "predicted_codes": [ |
| "25I", |
| "41A16", |
| "48C735" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I\", \"41A16\", \"48C735\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.6539225589225589, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 204, |
| "gt_codes": [ |
| "25F", |
| "31A2211", |
| "47I213" |
| ], |
| "predicted_codes": [ |
| "25F", |
| "47I213", |
| "48C51" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F\", \"47I213\", \"48C51\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.6968973747016707, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 205, |
| "gt_codes": [ |
| "34B11(+921)", |
| "34B11(+923)", |
| "41A775" |
| ], |
| "predicted_codes": [ |
| "25F(+49)", |
| "34B11", |
| "46C13142" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F(+49)\", \"34B11\", \"46C13142\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.5140236686390531, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 206, |
| "gt_codes": [ |
| "31D12", |
| "41D221(HAT)", |
| "48B3:61B", |
| "48C75", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "48B3:61B", |
| "48C51", |
| "48C5152", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"48B3:61B\", \"48C51\", \"48C5152\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.7252866972477064, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 207, |
| "gt_codes": [ |
| "11H(ANTONY ABBOT)7", |
| "11G", |
| "11K" |
| ], |
| "predicted_codes": [ |
| "11H(ANTONY ABBOT)", |
| "11P31521", |
| "46A7" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H(ANTONY ABBOT)\", \"11P31521\", \"46A7\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.520754716981132, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 208, |
| "gt_codes": [ |
| "46A124", |
| "25F23(BEAR)", |
| "45C13(DAGGER)", |
| "25H155", |
| "34F11" |
| ], |
| "predicted_codes": [ |
| "43C11", |
| "25F23(BEAR)", |
| "46A124", |
| "43C1147", |
| "43C1149" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"43C11\", \"25F23(BEAR)\", \"46A124\", \"43C1147\", \"43C1149\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.516, |
| "code_precision": 0.4, |
| "code_recall": 0.4 |
| }, |
| { |
| "index": 209, |
| "gt_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.9833333333333334, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 210, |
| "gt_codes": [ |
| "11H(HUGH)" |
| ], |
| "predicted_codes": [ |
| "11H(DUGO)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H(DUGO)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 211, |
| "gt_codes": [ |
| "25F711", |
| "25F711(+4813)", |
| "25F711(BUTTERFLY)", |
| "25F711(CATERPILLAR)" |
| ], |
| "predicted_codes": [ |
| "25F711", |
| "25F711(+4813)", |
| "25F711(BUTTERFLY)", |
| "25G21(PRUNE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F711\", \"25F711(+4813)\", \"25F711(BUTTERFLY)\", \"25G21(PRUNE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.9159891598915989, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 212, |
| "gt_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "46A122", |
| "49M32", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "41D2665", |
| "49M32", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"41D2665\", \"49M32\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.8649999999999999, |
| "code_precision": 0.8333333333333334, |
| "code_recall": 0.8333333333333334 |
| }, |
| { |
| "index": 213, |
| "gt_codes": [ |
| "42A1931" |
| ], |
| "predicted_codes": [ |
| "31A221" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A221\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 214, |
| "gt_codes": [ |
| "45A232", |
| "51H42", |
| "92B11221", |
| "92D1916" |
| ], |
| "predicted_codes": [ |
| "25G3(PALM-TREE)(+22)", |
| "41C711", |
| "92D1916", |
| "92L18(THYRSUS)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3(PALM-TREE)(+22)\", \"41C711\", \"92D1916\", \"92L18(THYRSUS)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.395, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 215, |
| "gt_codes": [ |
| "31D15:61BB", |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "31D15:61BB", |
| "48B3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D15:61BB\", \"48B3\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.5, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 216, |
| "gt_codes": [ |
| "31AA2354(+4)", |
| "31D11221", |
| "33C23", |
| "41A773", |
| "41C122", |
| "43B3", |
| "43C522", |
| "86(LE TRICTRAC)" |
| ], |
| "predicted_codes": [ |
| "31A2543", |
| "33C23", |
| "41A711", |
| "41D2661", |
| "43B31(+0)", |
| "43C512", |
| "49M32", |
| "86(DER EIN MIT GRETEN SPIELT IM BRETT)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2543\", \"33C23\", \"41A711\", \"41D2661\", \"43B31(+0)\", \"43C512\", \"49M32\", \"86(DER EIN MIT GRETEN SPIELT IM BRETT)\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.7003791257805531, |
| "code_precision": 0.125, |
| "code_recall": 0.125 |
| }, |
| { |
| "index": 217, |
| "gt_codes": [ |
| "25I", |
| "25I1", |
| "43B42", |
| "46C14", |
| "47G1" |
| ], |
| "predicted_codes": [ |
| "23D41", |
| "25G3(+371)", |
| "26D1", |
| "46C13141", |
| "46C14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"23D41\", \"25G3(+371)\", \"26D1\", \"46C13141\", \"46C14\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.4689406779661017, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 218, |
| "gt_codes": [ |
| "31A2422", |
| "31D12", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "31D12", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D12\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 219, |
| "gt_codes": [ |
| "49M42", |
| "48AA983", |
| "49M3" |
| ], |
| "predicted_codes": [ |
| "49M42", |
| "48AA983", |
| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M42\", \"48AA983\", \"49M3\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 220, |
| "gt_codes": [ |
| "23K32", |
| "47I145" |
| ], |
| "predicted_codes": [ |
| "46C13141(+75247)", |
| "46C145" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46C13141(+75247)\", \"46C145\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.13220338983050847, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 221, |
| "gt_codes": [ |
| "31A2421", |
| "31A2422", |
| "31A5341", |
| "31D14", |
| "31D15", |
| "41D222(TIE)", |
| "61B(+52)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "31A2422", |
| "31D15:61BB", |
| "41D222(TIE)", |
| "42G:61B2(...)13", |
| "61B(+52)", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31A2422\", \"31D15:61BB\", \"41D222(TIE)\", \"42G:61B2(...)13\", \"61B(+52)\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.8787504443654461, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 222, |
| "gt_codes": [ |
| "71C243" |
| ], |
| "predicted_codes": [ |
| "73C8645" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73C8645\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.19, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 223, |
| "gt_codes": [ |
| "31A(+65)", |
| "11I62(ISAIAH)", |
| "73D6", |
| "71A421", |
| "11D1311", |
| "73A56", |
| "71E3243", |
| "71E1343" |
| ], |
| "predicted_codes": [ |
| "11H(JOHN)12", |
| "73D641", |
| "73E5", |
| "73G411", |
| "73G412", |
| "73G413", |
| "73G414", |
| "73G415" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H(JOHN)12\", \"73D641\", \"73E5\", \"73G411\", \"73G412\", \"73G413\", \"73G414\", \"73G415\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.3602702702702702, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 224, |
| "gt_codes": [ |
| "47G6(PLUMB-LINE)", |
| "54A431(+4)", |
| "54F12(+4)", |
| "56F2(+4)", |
| "86(AD AMUSSIM)", |
| "92D156" |
| ], |
| "predicted_codes": [ |
| "31A2531(+933)", |
| "47D8(PLUMB-LINE)", |
| "51L51", |
| "51LL51", |
| "86(MENS RECTA)", |
| "92D1916" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2531(+933)\", \"47D8(PLUMB-LINE)\", \"51L51\", \"51LL51\", \"86(MENS RECTA)\", \"92D1916\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.44193345888261143, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 225, |
| "gt_codes": [ |
| "49C122" |
| ], |
| "predicted_codes": [ |
| "49D521" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49D521\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.4000000000000001, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 226, |
| "gt_codes": [ |
| "11H(JAMES THE GREAT)" |
| ], |
| "predicted_codes": [ |
| "73F264" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73F264\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 227, |
| "gt_codes": [ |
| "33C3211", |
| "42D3421" |
| ], |
| "predicted_codes": [ |
| "34B131", |
| "46A15" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"34B131\", \"46A15\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.19, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 228, |
| "gt_codes": [ |
| "25G3(OAK)", |
| "25G4(IVY)(+39)", |
| "51H11", |
| "56F23", |
| "86(HIER IMMER ZU VERBLEIBEN)" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "25G4(IVY)", |
| "51D42", |
| "86(HIER IMMER ZU VERBLEIBEN)", |
| "97DD23" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25G4(IVY)\", \"51D42\", \"86(HIER IMMER ZU VERBLEIBEN)\", \"97DD23\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.6994285714285714, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 229, |
| "gt_codes": [ |
| "31A(+73)", |
| "41E2(+0)", |
| "43C7851" |
| ], |
| "predicted_codes": [ |
| "41A721", |
| "41D2659(SASH)", |
| "48C5142" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A721\", \"41D2659(SASH)\", \"48C5142\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.24103896103896102, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 230, |
| "gt_codes": [ |
| "25F72(OYSTER)", |
| "41C314", |
| "41C323", |
| "41C621", |
| "47D8(KNIFE)" |
| ], |
| "predicted_codes": [ |
| "25F72(OYSTER)", |
| "41C323", |
| "41C621", |
| "41C69", |
| "41D2659(FRINGE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F72(OYSTER)\", \"41C323\", \"41C621\", \"41C69\", \"41D2659(FRINGE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.8127232472324722, |
| "code_precision": 0.6, |
| "code_recall": 0.6 |
| }, |
| { |
| "index": 231, |
| "gt_codes": [ |
| "49M41", |
| "49M3" |
| ], |
| "predicted_codes": [ |
| "31D16", |
| "41D221(HAT)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D16\", \"41D221(HAT)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.12666666666666665, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 232, |
| "gt_codes": [ |
| "73C222", |
| "73C221", |
| "73C223" |
| ], |
| "predicted_codes": [ |
| "73C221", |
| "73C222", |
| "73C223" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73C221\", \"73C222\", \"73C223\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 233, |
| "gt_codes": [ |
| "25F23(BEAR)", |
| "34F12" |
| ], |
| "predicted_codes": [ |
| "34B11", |
| "25F23(BEAR)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"34B11\", \"25F23(BEAR)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.7, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 234, |
| "gt_codes": [ |
| "61B(+2)", |
| "61B(+55)" |
| ], |
| "predicted_codes": [ |
| "61B(+2)", |
| "61B(+55)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"61B(+2)\", \"61B(+55)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 235, |
| "gt_codes": [ |
| "73G431" |
| ], |
| "predicted_codes": [ |
| "73G491" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73G491\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.8000000000000002, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 236, |
| "gt_codes": [ |
| "49L12(R)", |
| "49L171", |
| "73D82(NAILS)(+3)", |
| "73E123" |
| ], |
| "predicted_codes": [ |
| "11D326", |
| "11G1911", |
| "49L12(P)", |
| "49L171" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11D326\", \"11G1911\", \"49L12(P)\", \"49L171\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.5, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 237, |
| "gt_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(D)" |
| ], |
| "predicted_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(D)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(D)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 238, |
| "gt_codes": [ |
| "42B742" |
| ], |
| "predicted_codes": [ |
| "92D428" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"92D428\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 239, |
| "gt_codes": [ |
| "31A2422", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+53)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.96375, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 240, |
| "gt_codes": [ |
| "11Q712", |
| "25I", |
| "25I1", |
| "25I145", |
| "45H3", |
| "46C21", |
| "46C215(MAST)", |
| "46C24" |
| ], |
| "predicted_codes": [ |
| "11Q712", |
| "25I", |
| "25I1", |
| "46C2", |
| "46C2231", |
| "46C24", |
| "46C24:47K", |
| "47L1(+12)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q712\", \"25I\", \"25I1\", \"46C2\", \"46C2231\", \"46C24\", \"46C24:47K\", \"47L1(+12)\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.8184230622374953, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 241, |
| "gt_codes": [ |
| "46C13141" |
| ], |
| "predicted_codes": [ |
| "43C11(+4241)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"43C11(+4241)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.19, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 242, |
| "gt_codes": [ |
| "45B", |
| "45C22", |
| "45C221", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.3560115190784737, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 243, |
| "gt_codes": [ |
| "11U1", |
| "11U4" |
| ], |
| "predicted_codes": [ |
| "73E12", |
| "73E42" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73E12\", \"73E42\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 244, |
| "gt_codes": [ |
| "25G3", |
| "31A235", |
| "31A2422", |
| "31A5331", |
| "41A641", |
| "41A711", |
| "41C37", |
| "41D222(RABAT)", |
| "46A122", |
| "48C161", |
| "61B(+54)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "31A235", |
| "31A24(+1)", |
| "31A2518", |
| "31A5331", |
| "41A721", |
| "41D222(RABAT)", |
| "46E221", |
| "48C2", |
| "49M32", |
| "61B(+54)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"31A235\", \"31A24(+1)\", \"31A2518\", \"31A5331\", \"41A721\", \"41D222(RABAT)\", \"46E221\", \"48C2\", \"49M32\", \"61B(+54)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 13, |
| "total_predicted": 13, |
| "exact_match": false, |
| "hierarchical_f1": 0.8165377368745244, |
| "code_precision": 0.5384615384615384, |
| "code_recall": 0.5384615384615384 |
| }, |
| { |
| "index": 245, |
| "gt_codes": [ |
| "25F26(HARE)", |
| "43C113" |
| ], |
| "predicted_codes": [ |
| "41C26131", |
| "43C113" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41C26131\", \"43C113\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.54337899543379, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 246, |
| "gt_codes": [ |
| "25H", |
| "46C13141" |
| ], |
| "predicted_codes": [ |
| "46C13141", |
| "46C13185" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46C13141\", \"46C13185\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.6610169491525423, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 247, |
| "gt_codes": [ |
| "25H114", |
| "25H213", |
| "25I", |
| "41A362:47G541", |
| "41A775", |
| "47I14", |
| "73", |
| "73C815" |
| ], |
| "predicted_codes": [ |
| "11Q712", |
| "25H132", |
| "25I", |
| "46C232", |
| "46C24", |
| "47D31", |
| "47I14", |
| "47I1451" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q712\", \"25H132\", \"25I\", \"46C232\", \"46C24\", \"47D31\", \"47I14\", \"47I1451\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.5119602789569436, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 248, |
| "gt_codes": [ |
| "11Q712" |
| ], |
| "predicted_codes": [ |
| "11Q712" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q712\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 249, |
| "gt_codes": [ |
| "11H(JOHN)" |
| ], |
| "predicted_codes": [ |
| "11H(JOHN THE BAPTIST)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H(JOHN THE BAPTIST)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 250, |
| "gt_codes": [ |
| "44B4211", |
| "45A20", |
| "45A232" |
| ], |
| "predicted_codes": [ |
| "45A1", |
| "46C291(+0)", |
| "48C7352" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45A1\", \"46C291(+0)\", \"48C7352\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.37512265512265514, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 251, |
| "gt_codes": [ |
| "35", |
| "49M41" |
| ], |
| "predicted_codes": [ |
| "47I213", |
| "95A(AMPHION & ZETHUS)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"47I213\", \"95A(AMPHION & ZETHUS)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.095, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 252, |
| "gt_codes": [ |
| "31A2542", |
| "31A2549", |
| "34B11", |
| "41A2", |
| "41A33", |
| "41A414", |
| "48C7311", |
| "48C7312", |
| "48C7323", |
| "48C7332", |
| "48C7351", |
| "48C75" |
| ], |
| "predicted_codes": [ |
| "34B11", |
| "41A2", |
| "41C74(+1)", |
| "41D2659(SASH)", |
| "48C7311", |
| "48C7312", |
| "48C7323", |
| "48C7351", |
| "48C741", |
| "48C75", |
| "48C755", |
| "49M32" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"34B11\", \"41A2\", \"41C74(+1)\", \"41D2659(SASH)\", \"48C7311\", \"48C7312\", \"48C7323\", \"48C7351\", \"48C741\", \"48C75\", \"48C755\", \"49M32\"]}", |
| "valid_json": true, |
| "valid_code_count": 12, |
| "total_predicted": 12, |
| "exact_match": false, |
| "hierarchical_f1": 0.7922245595582434, |
| "code_precision": 0.5833333333333334, |
| "code_recall": 0.5833333333333334 |
| }, |
| { |
| "index": 253, |
| "gt_codes": [ |
| "25F23(LION)(+5212)", |
| "25F23(LION)(+547)", |
| "41B1", |
| "41B162", |
| "56DD1", |
| "86(MAGNIS VANA TERRENT)" |
| ], |
| "predicted_codes": [ |
| "25F23(LION)(+491)", |
| "25F23(LION)(+5733)", |
| "25H18", |
| "41B1", |
| "54A8(+4)", |
| "86(MAGNIS VANA TERRET)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F23(LION)(+491)\", \"25F23(LION)(+5733)\", \"25H18\", \"41B1\", \"54A8(+4)\", \"86(MAGNIS VANA TERRET)\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.7938679245283019, |
| "code_precision": 0.16666666666666666, |
| "code_recall": 0.16666666666666666 |
| }, |
| { |
| "index": 254, |
| "gt_codes": [ |
| "11F4" |
| ], |
| "predicted_codes": [ |
| "11F42" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11F42\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.76, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 255, |
| "gt_codes": [ |
| "31A22621:22C4(BLONDE)", |
| "31A235", |
| "31A2421", |
| "61B(+55)" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "31A24(+1)", |
| "61B(+55)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A24(+1)\", \"61B(+55)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.8793590198863637, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 256, |
| "gt_codes": [ |
| "41C741", |
| "42B", |
| "43C7" |
| ], |
| "predicted_codes": [ |
| "42B7", |
| "46A151", |
| "48C75" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"42B7\", \"46A151\", \"48C75\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.3216580310880829, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 257, |
| "gt_codes": [ |
| "31A2422", |
| "31D15:61BB", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "31D15:61BB", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 258, |
| "gt_codes": [ |
| "31A231", |
| "31A2422", |
| "31A25161", |
| "31A5339", |
| "41A2", |
| "41A711", |
| "41A721", |
| "41C37", |
| "49L511", |
| "49L62", |
| "49M32", |
| "61B(+54)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A231", |
| "31A2422", |
| "31A5339", |
| "31A53421", |
| "41A711", |
| "41D2(+81)", |
| "46E221", |
| "49L511", |
| "49M32", |
| "49N21", |
| "61B(+54)", |
| "61B:31A2212(+1)", |
| "61B:31D14", |
| "92C2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31A2422\", \"31A5339\", \"31A53421\", \"41A711\", \"41D2(+81)\", \"46E221\", \"49L511\", \"49M32\", \"49N21\", \"61B(+54)\", \"61B:31A2212(+1)\", \"61B:31D14\", \"92C2\"]}", |
| "valid_json": true, |
| "valid_code_count": 14, |
| "total_predicted": 14, |
| "exact_match": false, |
| "hierarchical_f1": 0.8167703759070666, |
| "code_precision": 0.6428571428571429, |
| "code_recall": 0.6428571428571429 |
| }, |
| { |
| "index": 259, |
| "gt_codes": [ |
| "48A98(+2)", |
| "49M3" |
| ], |
| "predicted_codes": [ |
| "48A98(+2)", |
| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48A98(+2)\", \"49M3\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 260, |
| "gt_codes": [ |
| "31D15", |
| "41D2632", |
| "46C5135", |
| "25H154" |
| ], |
| "predicted_codes": [ |
| "31D15", |
| "25H15", |
| "47I221", |
| "47I2211" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D15\", \"25H15\", \"47I221\", \"47I2211\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.5624972222222222, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 261, |
| "gt_codes": [ |
| "31A422", |
| "43C9", |
| "48C73411", |
| "48C7351", |
| "48C7524", |
| "48C7525" |
| ], |
| "predicted_codes": [ |
| "31A254", |
| "31B8", |
| "41D221(HAT)", |
| "41D221(TOPHAT)", |
| "41D223(COLLAR)", |
| "45C13(SWORD)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A254\", \"31B8\", \"41D221(HAT)\", \"41D221(TOPHAT)\", \"41D223(COLLAR)\", \"45C13(SWORD)\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.27325227963525833, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 262, |
| "gt_codes": [ |
| "31AA533(...)", |
| "31D15:61BB", |
| "41D26611", |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.7142114384748701, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 263, |
| "gt_codes": [ |
| "25F72(SNAIL)(+521)", |
| "51A51", |
| "52A53", |
| "86(SUCHE DICH NICHT AUSSER DIR)" |
| ], |
| "predicted_codes": [ |
| "25F72(SNAIL)(+49)", |
| "51H3(+4):56F2(+4)", |
| "86(QUOD NON EST, NEMINI DABO)", |
| "98B(CICERO)3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F72(SNAIL)(+49)\", \"51H3(+4):56F2(+4)\", \"86(QUOD NON EST, NEMINI DABO)\", \"98B(CICERO)3\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.6178383838383839, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 264, |
| "gt_codes": [ |
| "31D14", |
| "31D13", |
| "41D221(HEADBAND)", |
| "31B6211" |
| ], |
| "predicted_codes": [ |
| "31D15", |
| "31D16", |
| "48C24", |
| "31A221" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D15\", \"31D16\", \"48C24\", \"31A221\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.5425, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 265, |
| "gt_codes": [ |
| "25H11", |
| "25H15", |
| "25H212", |
| "33B3", |
| "45B", |
| "45C16(PISTOL)", |
| "45H(+22)", |
| "46C131", |
| "46C13141" |
| ], |
| "predicted_codes": [ |
| "25H11", |
| "34B11", |
| "46C11", |
| "46C131", |
| "46C13141", |
| "47I2112", |
| "47I213", |
| "47I221", |
| "48C7351" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"34B11\", \"46C11\", \"46C131\", \"46C13141\", \"47I2112\", \"47I213\", \"47I221\", \"48C7351\"]}", |
| "valid_json": true, |
| "valid_code_count": 9, |
| "total_predicted": 9, |
| "exact_match": false, |
| "hierarchical_f1": 0.5473871439828888, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 266, |
| "gt_codes": [ |
| "25G3(+211)", |
| "25H15", |
| "31A2225" |
| ], |
| "predicted_codes": [ |
| "25H15", |
| "46C11", |
| "48B3:61B" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H15\", \"46C11\", \"48B3:61B\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.3865546218487395, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 267, |
| "gt_codes": [ |
| "25I5" |
| ], |
| "predicted_codes": [ |
| "25I9" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I9\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.6, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 268, |
| "gt_codes": [ |
| "11R5", |
| "11R71", |
| "25G4(+32)", |
| "31A211", |
| "31A216", |
| "31F11", |
| "86(EX MAXIMO MINIMUM)" |
| ], |
| "predicted_codes": [ |
| "25G4", |
| "31A216", |
| "31F11", |
| "31F11(+3)", |
| "49L8", |
| "51B3:51BB5", |
| "86(QUID VIVENDI MODUS?)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4\", \"31A216\", \"31F11\", \"31F11(+3)\", \"49L8\", \"51B3:51BB5\", \"86(QUID VIVENDI MODUS?)\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.7070707070707072, |
| "code_precision": 0.2857142857142857, |
| "code_recall": 0.2857142857142857 |
| }, |
| { |
| "index": 269, |
| "gt_codes": [ |
| "41A2", |
| "47I212" |
| ], |
| "predicted_codes": [ |
| "41C74(+1)", |
| "46A14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41C74(+1)\", \"46A14\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.28500000000000003, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 270, |
| "gt_codes": [ |
| "25I", |
| "31A21", |
| "34E22", |
| "41A2", |
| "43B7" |
| ], |
| "predicted_codes": [ |
| "25F(+3)", |
| "25F24(DEER)(+621)", |
| "25F72(OYSTER)", |
| "48C5142", |
| "49M32" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F(+3)\", \"25F24(DEER)(+621)\", \"25F72(OYSTER)\", \"48C5142\", \"49M32\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.20710344827586208, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 271, |
| "gt_codes": [ |
| "73C811" |
| ], |
| "predicted_codes": [ |
| "73C821" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73C821\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.8000000000000002, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 272, |
| "gt_codes": [ |
| "31A231", |
| "31A24(+1)", |
| "31D15:61BB", |
| "61B(+55)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A231", |
| "31A24(+1)", |
| "31D15:61BB", |
| "61B(+55)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31A24(+1)\", \"31D15:61BB\", \"61B(+55)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 273, |
| "gt_codes": [ |
| "25F711(FLY)", |
| "25F72(SNAIL)", |
| "25G4(INDIAN CRESS)", |
| "25G4(TROPAEOLUM MAJUS)", |
| "25G41(ANEMONE)", |
| "25G41(CONVOLVULUS)", |
| "25G41(DAGSCONE)", |
| "25G41(FRENCH ROSE)", |
| "25G41(MARIGOLD)", |
| "25G41(ROSA GALLICA)", |
| "25G41(ROSE)", |
| "25G41(TULIP)", |
| "41A671", |
| "41A774" |
| ], |
| "predicted_codes": [ |
| "25G4(IVY)", |
| "25G41(CARNATION)", |
| "25G41(CONVOLVULUS)", |
| "25G41(DAGSCONE)", |
| "25G41(HOLLYHOCK)", |
| "25G41(MARIGOLD)", |
| "25G41(PANSY)", |
| "25G41(ROSE)", |
| "25G41(TULIP)", |
| "25G41(VIOLIER)", |
| "25G411(COLUMBINE)", |
| "25G411(FLAG)", |
| "41A671", |
| "41A774" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(IVY)\", \"25G41(CARNATION)\", \"25G41(CONVOLVULUS)\", \"25G41(DAGSCONE)\", \"25G41(HOLLYHOCK)\", \"25G41(MARIGOLD)\", \"25G41(PANSY)\", \"25G41(ROSE)\", \"25G41(TULIP)\", \"25G41(VIOLIER)\", \"25G411(COLUMBINE)\", \"25G411(FLAG)\", \"41A671\", \"41A774\"]}", |
| "valid_json": true, |
| "valid_code_count": 14, |
| "total_predicted": 14, |
| "exact_match": false, |
| "hierarchical_f1": 0.9456700975373175, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 274, |
| "gt_codes": [ |
| "25I1", |
| "46C24", |
| "25H2322", |
| "26C3", |
| "25H2311" |
| ], |
| "predicted_codes": [ |
| "46C24", |
| "26A3", |
| "26B", |
| "46C291", |
| "46C283" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46C24\", \"26A3\", \"26B\", \"46C291\", \"46C283\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.49499999999999994, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 275, |
| "gt_codes": [ |
| "31A235", |
| "31D15:61BB", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.7110925925925925, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 276, |
| "gt_codes": [ |
| "24A1", |
| "25F24(CAMEL)", |
| "71C3222", |
| "86(POST LUCTAM BENEDICETUR)" |
| ], |
| "predicted_codes": [ |
| "31A25552", |
| "33C23", |
| "71X1(Ps. 68:19)3", |
| "86(POST LUCTUM BENEDICETUR)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A25552\", \"33C23\", \"71X1(Ps. 68:19)3\", \"86(POST LUCTUM BENEDICETUR)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.345, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 277, |
| "gt_codes": [ |
| "42G1", |
| "44B194" |
| ], |
| "predicted_codes": [ |
| "42G1", |
| "44B194" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"42G1\", \"44B194\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 278, |
| "gt_codes": [ |
| "49H3", |
| "83(OGILBY, America)" |
| ], |
| "predicted_codes": [ |
| "49H3", |
| "83(OGILBY, America)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49H3\", \"83(OGILBY, America)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 279, |
| "gt_codes": [ |
| "25H11", |
| "25H216", |
| "41A771:25D13(COPPER)", |
| "41A7751", |
| "47I21(+945)", |
| "47I228" |
| ], |
| "predicted_codes": [ |
| "25H11", |
| "34B11", |
| "47I2112", |
| "47I213", |
| "47I221", |
| "47I228" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"34B11\", \"47I2112\", \"47I213\", \"47I221\", \"47I228\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.6958318496538081, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 280, |
| "gt_codes": [ |
| "25G411(FLAG)", |
| "41A671" |
| ], |
| "predicted_codes": [ |
| "25G41(ANEMONE)", |
| "25G41(IRIS)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G41(ANEMONE)\", \"25G41(IRIS)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.57, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 281, |
| "gt_codes": [ |
| "61B(+53)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "61B(+53)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"61B(+53)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 282, |
| "gt_codes": [ |
| "25H", |
| "46C13142", |
| "47I213", |
| "47I214", |
| "47I221" |
| ], |
| "predicted_codes": [ |
| "25H15", |
| "46C13142", |
| "47I2112", |
| "47I214", |
| "47I221" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H15\", \"46C13142\", \"47I2112\", \"47I214\", \"47I221\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.8894772344013491, |
| "code_precision": 0.6, |
| "code_recall": 0.6 |
| }, |
| { |
| "index": 283, |
| "gt_codes": [ |
| "48C142", |
| "47I" |
| ], |
| "predicted_codes": [ |
| "48C1423", |
| "61E(BRAUNSCHWEIG)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48C1423\", \"61E(BRAUNSCHWEIG)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.4942261904761905, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 284, |
| "gt_codes": [ |
| "31A233", |
| "31D12", |
| "34D111" |
| ], |
| "predicted_codes": [ |
| "41A721", |
| "48C75", |
| "61B(+55)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A721\", \"48C75\", \"61B(+55)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 285, |
| "gt_codes": [ |
| "25I1", |
| "31D15", |
| "25H213", |
| "61D(DONAU)", |
| "61E(BRATISLAVA)" |
| ], |
| "predicted_codes": [ |
| "25I1", |
| "46C513", |
| "25H213", |
| "25H114", |
| "61E(PREISACH)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46C513\", \"25H213\", \"25H114\", \"61E(PREISACH)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.6994285714285714, |
| "code_precision": 0.4, |
| "code_recall": 0.4 |
| }, |
| { |
| "index": 286, |
| "gt_codes": [ |
| "25F24(DEER)", |
| "25H", |
| "25H155", |
| "43C1147" |
| ], |
| "predicted_codes": [ |
| "25F24(DEER)", |
| "31A(+89)", |
| "34B11", |
| "43C111243" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F24(DEER)\", \"31A(+89)\", \"34B11\", \"43C111243\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.5425978747203579, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 287, |
| "gt_codes": [ |
| "44C312", |
| "44A51(ITALIA)(+0)", |
| "61B2(ORLANDO, Vittorio)3", |
| "82A(ORLANDO)(+0)" |
| ], |
| "predicted_codes": [ |
| "61B2(ORLANDO, Luigi)(+4)", |
| "57AA91", |
| "31E238(+0)", |
| "61I(CRISI MAROCCHINA)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"61B2(ORLANDO, Luigi)(+4)\", \"57AA91\", \"31E238(+0)\", \"61I(CRISI MAROCCHINA)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.2899159663865546, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 288, |
| "gt_codes": [ |
| "25F35(PEACOCK)", |
| "25F36(DUCK)", |
| "25F37(STORK)", |
| "25H21" |
| ], |
| "predicted_codes": [ |
| "25F3", |
| "25H119", |
| "25I", |
| "48A9876" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"25H119\", \"25I\", \"48A9876\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.5343749999999999, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 289, |
| "gt_codes": [ |
| "25H11", |
| "25I", |
| "46C", |
| "46C21", |
| "46C223" |
| ], |
| "predicted_codes": [ |
| "25H11", |
| "25H213", |
| "46C112:47G52", |
| "46C13142", |
| "46C513" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"25H213\", \"46C112:47G52\", \"46C13142\", \"46C513\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.6424385692068428, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 290, |
| "gt_codes": [ |
| "25F32(SWALLOW)(+42)", |
| "25F32(SWALLOW)(+421)", |
| "25F32(SWALLOW)(+452)", |
| "25F32(SWALLOW)(+53)", |
| "25F711(CICADA)(+63)", |
| "25G11", |
| "25G13", |
| "25H1124", |
| "31D14", |
| "41A16", |
| "46C11", |
| "48C149", |
| "48C7", |
| "49C40", |
| "51B2", |
| "52D3", |
| "54EE31(+4):51B3(+4)", |
| "57AA7(+4)", |
| "97DD23" |
| ], |
| "predicted_codes": [ |
| "25F3(+4712)", |
| "25F3(+51)", |
| "25G11", |
| "25I3", |
| "26A", |
| "31D14", |
| "34B232(+51)", |
| "34B232(+9451)", |
| "41A16", |
| "41A31", |
| "41A54", |
| "41A542", |
| "41C11", |
| "41C68", |
| "41C7110", |
| "41C7111", |
| "41C7112", |
| "41C7114", |
| "41C7115" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3(+4712)\", \"25F3(+51)\", \"25G11\", \"25I3\", \"26A\", \"31D14\", \"34B232(+51)\", \"34B232(+9451)\", \"41A16\", \"41A31\", \"41A54\", \"41A542\", \"41C11\", \"41C68\", \"41C7110\", \"41C7111\", \"41C7112\", \"41C7114\", \"41C7115\"]}", |
| "valid_json": true, |
| "valid_code_count": 19, |
| "total_predicted": 19, |
| "exact_match": false, |
| "hierarchical_f1": 0.4847402523587588, |
| "code_precision": 0.15789473684210525, |
| "code_recall": 0.15789473684210525 |
| }, |
| { |
| "index": 291, |
| "gt_codes": [ |
| "48B3", |
| "61B(+52)" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.285, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 292, |
| "gt_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(E)" |
| ], |
| "predicted_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(E)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(E)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 293, |
| "gt_codes": [ |
| "11D3222", |
| "11D331", |
| "11D334", |
| "11G1911", |
| "11H(ALL SAINTS)", |
| "11L61", |
| "11L611", |
| "11S11", |
| "11S15", |
| "11S63", |
| "31A25212", |
| "31AA25212" |
| ], |
| "predicted_codes": [ |
| "73E5", |
| "11B3231", |
| "11C23(+3)", |
| "11D324", |
| "11G1911", |
| "11H(ANDREW)", |
| "11HH(BARBARA)", |
| "11HH(CATHERINE)", |
| "11HH(MARY MAGDALENE)", |
| "11I62(DAVID)3", |
| "11P31131", |
| "11Q7141" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73E5\", \"11B3231\", \"11C23(+3)\", \"11D324\", \"11G1911\", \"11H(ANDREW)\", \"11HH(BARBARA)\", \"11HH(CATHERINE)\", \"11HH(MARY MAGDALENE)\", \"11I62(DAVID)3\", \"11P31131\", \"11Q7141\"]}", |
| "valid_json": true, |
| "valid_code_count": 12, |
| "total_predicted": 12, |
| "exact_match": false, |
| "hierarchical_f1": 0.5416407051282054, |
| "code_precision": 0.08333333333333333, |
| "code_recall": 0.08333333333333333 |
| }, |
| { |
| "index": 294, |
| "gt_codes": [ |
| "11Q651", |
| "25H11", |
| "32B33", |
| "44B1" |
| ], |
| "predicted_codes": [ |
| "25H11", |
| "73", |
| "73C11", |
| "73C113" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"73\", \"73C11\", \"73C113\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.25, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 295, |
| "gt_codes": [ |
| "44D4", |
| "42D32", |
| "33C85", |
| "44G" |
| ], |
| "predicted_codes": [ |
| "57AA6121", |
| "31D112(+941)", |
| "44C312", |
| "44G1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"57AA6121\", \"31D112(+941)\", \"44C312\", \"44G1\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.3090361445783133, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 296, |
| "gt_codes": [ |
| "32B311(GERMANS)", |
| "41D3", |
| "45(+22)", |
| "45C2" |
| ], |
| "predicted_codes": [ |
| "32B311(GERMANS)", |
| "45(+22)", |
| "45C16(CANNON)", |
| "45D313" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"32B311(GERMANS)\", \"45(+22)\", \"45C16(CANNON)\", \"45D313\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.7129597197898424, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 297, |
| "gt_codes": [ |
| "11Q712", |
| "25I13", |
| "25I145", |
| "31A2322", |
| "31A235", |
| "31A247(+63)", |
| "31AA235", |
| "31AA235", |
| "31AA2513(+917)", |
| "31B8", |
| "31D14", |
| "31D15", |
| "33C23", |
| "41A143", |
| "41A711(+0)", |
| "41D225", |
| "41D262", |
| "43C92", |
| "44B152411", |
| "48CC7311" |
| ], |
| "predicted_codes": [ |
| "31A2543", |
| "31B623591", |
| "31D1(+72)", |
| "31D14", |
| "31D15", |
| "31E238", |
| "33C23", |
| "41A16", |
| "41A636", |
| "41A651", |
| "41A652", |
| "41A673", |
| "41A681", |
| "41D221(HAT)(+44)", |
| "41D222(RUFF)(+44)", |
| "41D223(JERKIN)(+44)", |
| "41D267", |
| "43C942", |
| "46A151", |
| "46AA151" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2543\", \"31B623591\", \"31D1(+72)\", \"31D14\", \"31D15\", \"31E238\", \"33C23\", \"41A16\", \"41A636\", \"41A651\", \"41A652\", \"41A673\", \"41A681\", \"41D221(HAT)(+44)\", \"41D222(RUFF)(+44)\", \"41D223(JERKIN)(+44)\", \"41D267\", \"43C942\", \"46A151\", \"46AA151\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.6458400000000001, |
| "code_precision": 0.15, |
| "code_recall": 0.15789473684210525 |
| }, |
| { |
| "index": 298, |
| "gt_codes": [ |
| "43C7" |
| ], |
| "predicted_codes": [ |
| "43C9" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"43C9\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.6, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 299, |
| "gt_codes": [ |
| "61B(+2)", |
| "61B(+52)" |
| ], |
| "predicted_codes": [ |
| "61B(+2)", |
| "61B(+54)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"61B(+2)\", \"61B(+54)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 300, |
| "gt_codes": [ |
| "73C8522" |
| ], |
| "predicted_codes": [ |
| "73C8645" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73C8645\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.8000000000000002, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 301, |
| "gt_codes": [ |
| "92D1916", |
| "48C16", |
| "46A122", |
| "48C7322", |
| "45C221", |
| "48A9831", |
| "48A9832" |
| ], |
| "predicted_codes": [ |
| "92D1916", |
| "48A98311", |
| "46A122", |
| "45C221", |
| "48A9876", |
| "48A9832", |
| "48A9833" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"92D1916\", \"48A98311\", \"46A122\", \"45C221\", \"48A9876\", \"48A9832\", \"48A9833\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.8884733781780869, |
| "code_precision": 0.5714285714285714, |
| "code_recall": 0.5714285714285714 |
| }, |
| { |
| "index": 302, |
| "gt_codes": [ |
| "31A2422", |
| "31D15:61BB", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.9875, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 303, |
| "gt_codes": [ |
| "25H", |
| "41A18", |
| "46C11", |
| "46C131", |
| "46C13141" |
| ], |
| "predicted_codes": [ |
| "25H", |
| "41A17", |
| "46C131", |
| "46C13141", |
| "46C513" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H\", \"41A17\", \"46C131\", \"46C13141\", \"46C513\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.8957142857142858, |
| "code_precision": 0.6, |
| "code_recall": 0.6 |
| }, |
| { |
| "index": 304, |
| "gt_codes": [ |
| "61D(AMAZONIA)", |
| "25I1" |
| ], |
| "predicted_codes": [ |
| "49H3", |
| "25I" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49H3\", \"25I\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.285, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 305, |
| "gt_codes": [ |
| "11Q651", |
| "31A231", |
| "31A2421", |
| "31A25552", |
| "41A711", |
| "46A122", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "11Q651", |
| "31A2422", |
| "31A25(+9321)", |
| "31A2522", |
| "31A533(RINGBAARD)", |
| "31A534", |
| "46A122", |
| "61B(+53)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q651\", \"31A2422\", \"31A25(+9321)\", \"31A2522\", \"31A533(RINGBAARD)\", \"31A534\", \"46A122\", \"61B(+53)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 9, |
| "total_predicted": 9, |
| "exact_match": false, |
| "hierarchical_f1": 0.8625063060162077, |
| "code_precision": 0.4444444444444444, |
| "code_recall": 0.4444444444444444 |
| }, |
| { |
| "index": 306, |
| "gt_codes": [ |
| "25F25(ELEPHANT)" |
| ], |
| "predicted_codes": [ |
| "25F25(ELEPHANT)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F25(ELEPHANT)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 307, |
| "gt_codes": [ |
| "42G:61B2(...)13" |
| ], |
| "predicted_codes": [ |
| "42D3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"42D3\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.38, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 308, |
| "gt_codes": [ |
| "11D4116", |
| "49L12(N)", |
| "49L171" |
| ], |
| "predicted_codes": [ |
| "49L12(N)", |
| "49L171", |
| "73D58" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L12(N)\", \"49L171\", \"73D58\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.6666666666666666, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 309, |
| "gt_codes": [ |
| "25I", |
| "25I1", |
| "25I1461" |
| ], |
| "predicted_codes": [ |
| "25I", |
| "41A1", |
| "46C112" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I\", \"41A1\", \"46C112\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.45435244161358807, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 310, |
| "gt_codes": [ |
| "25H114", |
| "26F", |
| "49E6", |
| "61B2(FALB, Rudolf)3" |
| ], |
| "predicted_codes": [ |
| "31D16", |
| "25F23(ORSO)", |
| "31A2711", |
| "31B8" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D16\", \"25F23(ORSO)\", \"31A2711\", \"31B8\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.114, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 311, |
| "gt_codes": [ |
| "49M42", |
| "49M3" |
| ], |
| "predicted_codes": [ |
| "49M42", |
| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M42\", \"49M3\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 312, |
| "gt_codes": [ |
| "92B3" |
| ], |
| "predicted_codes": [ |
| "92B3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"92B3\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 313, |
| "gt_codes": [ |
| "25F23(LION)(+12)", |
| "41A3281", |
| "41A542", |
| "41A635", |
| "44A1(+4)(LEIDEN)", |
| "45C14(LANCE)", |
| "45C19(SHIELD)", |
| "45C221", |
| "46A122(WILLIAM I OF NASSAU)1", |
| "48C244", |
| "49B40", |
| "49L8", |
| "49MM32", |
| "61E(LEIDEN)", |
| "61H(UNIVERSITY OF LEIDEN)", |
| "92C271", |
| "92C28(HELMET)", |
| "92C28(LANCE)", |
| "92C281", |
| "86(C. LUGDUNUM BATAVORUM)" |
| ], |
| "predicted_codes": [ |
| "11G1926", |
| "25F3(+342)", |
| "25FF3(PHOENIX)(+712)", |
| "31A2518", |
| "31D15", |
| "41B32(+1)", |
| "44A1(+4)(AMSTERDAM)", |
| "44A1(+4)(DELFT)", |
| "44A1(+4)(DORDRECHT)", |
| "44A1(+4)(HAARLEM)", |
| "44A1(+4)(LEIDEN)", |
| "44A1(+4)(MIDDELBURG)", |
| "44A1(+4)(MONS)", |
| "44A1(+4)(ROTTERDAM)", |
| "44A1(+4)(UTRECHT)", |
| "44A1(+4)(ZANDVOORT)", |
| "44A1(+4)(ZEEWOLDE)", |
| "44A1(+4)(ZUTPHEN)", |
| "44A1(+4)(GOUDA)", |
| "44A1(+4)(HARDERWIJK)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11G1926\", \"25F3(+342)\", \"25FF3(PHOENIX)(+712)\", \"31A2518\", \"31D15\", \"41B32(+1)\", \"44A1(+4)(AMSTERDAM)\", \"44A1(+4)(DELFT)\", \"44A1(+4)(DORDRECHT)\", \"44A1(+4)(HAARLEM)\", \"44A1(+4)(LEIDEN)\", \"44A1(+4)(MIDDELBURG)\", \"44A1(+4)(MONS)\", \"44A1(+4)(ROTTERDAM)\", \"44A1(+4)(UTRECHT)\", \"44A1(+4)(ZANDVOORT)\", \"44A1(+4)(ZEEWOLDE)\", \"44A1(+4)(ZUTPHEN)\", \"44A1(+4)(GOUDA)\", \"44A1(+4)(HARDERWIJK)\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.33685138539042825, |
| "code_precision": 0.05, |
| "code_recall": 0.05 |
| }, |
| { |
| "index": 314, |
| "gt_codes": [ |
| "48B3", |
| "48B3:61B", |
| "48C24", |
| "61B(+51)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "61B(+52)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+52)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.3054474708171206, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 315, |
| "gt_codes": [ |
| "31A235", |
| "31A24(+1)", |
| "31D15:61BB", |
| "61B(+54)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "31A24(+1)", |
| "31D15:61BB", |
| "61B(+54)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A24(+1)\", \"31D15:61BB\", \"61B(+54)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 316, |
| "gt_codes": [ |
| "49M3" |
| ], |
| "predicted_codes": [ |
| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M3\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 317, |
| "gt_codes": [ |
| "31A231", |
| "31A235", |
| "31A61", |
| "31D11222", |
| "31D14", |
| "33A3", |
| "34B11", |
| "41C741", |
| "41D221(CAP)", |
| "41D221(HAT)", |
| "48C72", |
| "48C7351", |
| "48C741", |
| "48C75", |
| "48C755", |
| "61B(+55)" |
| ], |
| "predicted_codes": [ |
| "25F72(OYSTER)", |
| "31A(+73)", |
| "31B6235", |
| "33A35", |
| "34B11", |
| "41A3211", |
| "41C12", |
| "41C74(+1)", |
| "41D221(HAT)", |
| "48C7351", |
| "48C741", |
| "48C75", |
| "49M32", |
| "49N", |
| "61B(+55)", |
| "61G(JAN STEEN-KAN)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F72(OYSTER)\", \"31A(+73)\", \"31B6235\", \"33A35\", \"34B11\", \"41A3211\", \"41C12\", \"41C74(+1)\", \"41D221(HAT)\", \"48C7351\", \"48C741\", \"48C75\", \"49M32\", \"49N\", \"61B(+55)\", \"61G(JAN STEEN-KAN)\"]}", |
| "valid_json": true, |
| "valid_code_count": 16, |
| "total_predicted": 16, |
| "exact_match": false, |
| "hierarchical_f1": 0.7121159687567802, |
| "code_precision": 0.375, |
| "code_recall": 0.375 |
| }, |
| { |
| "index": 318, |
| "gt_codes": [ |
| "41A251", |
| "49L6", |
| "49L62" |
| ], |
| "predicted_codes": [ |
| "41A251", |
| "49L6", |
| "49M32" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A251\", \"49L6\", \"49M32\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.8558139534883721, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 319, |
| "gt_codes": [ |
| "25G21(POMEGRANATE)" |
| ], |
| "predicted_codes": [ |
| "25G4(GRENADE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(GRENADE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.57, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 320, |
| "gt_codes": [ |
| "11Q712", |
| "25I2", |
| "25I241", |
| "31B52", |
| "33C23", |
| "46A151" |
| ], |
| "predicted_codes": [ |
| "11Q712", |
| "25I2", |
| "34B11", |
| "41A18", |
| "43C9", |
| "46A14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q712\", \"25I2\", \"34B11\", \"41A18\", \"43C9\", \"46A14\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.6011386593204774, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 321, |
| "gt_codes": [ |
| "41D221" |
| ], |
| "predicted_codes": [ |
| "31D17" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D17\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 322, |
| "gt_codes": [ |
| "31D14", |
| "44C312", |
| "11K", |
| "49L641", |
| "49L11", |
| "49L66", |
| "49L511" |
| ], |
| "predicted_codes": [ |
| "49C3", |
| "11K", |
| "25G41(LILY)", |
| "46E221", |
| "49L51", |
| "49MM32", |
| "49L64" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49C3\", \"11K\", \"25G41(LILY)\", \"46E221\", \"49L51\", \"49MM32\", \"49L64\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.5679964285714286, |
| "code_precision": 0.14285714285714285, |
| "code_recall": 0.14285714285714285 |
| }, |
| { |
| "index": 323, |
| "gt_codes": [ |
| "73D36" |
| ], |
| "predicted_codes": [ |
| "73C42" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73C42\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.4000000000000001, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 324, |
| "gt_codes": [ |
| "49M42", |
| "49M3" |
| ], |
| "predicted_codes": [ |
| "49M42", |
| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M42\", \"49M3\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 325, |
| "gt_codes": [ |
| "21D" |
| ], |
| "predicted_codes": [ |
| "25G3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.19, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 326, |
| "gt_codes": [ |
| "11K(SATAN)" |
| ], |
| "predicted_codes": [ |
| "83(OVID, Metamorphoses)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"83(OVID, Metamorphoses)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 327, |
| "gt_codes": [ |
| "31A22621:22C4(BLONDE)", |
| "31A2422", |
| "41D211", |
| "41D221(SKULLCAP)", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "31A5339", |
| "31A534", |
| "41D211", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31A5339\", \"31A534\", \"41D211\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.9084322747166423, |
| "code_precision": 0.7142857142857143, |
| "code_recall": 0.7142857142857143 |
| }, |
| { |
| "index": 328, |
| "gt_codes": [ |
| "42E22", |
| "73F2452" |
| ], |
| "predicted_codes": [ |
| "43A(+11)", |
| "46C13187" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"43A(+11)\", \"46C13187\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.12666666666666665, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 329, |
| "gt_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(N)" |
| ], |
| "predicted_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(N)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(N)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 330, |
| "gt_codes": [ |
| "45H3(+3)" |
| ], |
| "predicted_codes": [ |
| "45H3(+3)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45H3(+3)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 331, |
| "gt_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(A)" |
| ], |
| "predicted_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(A)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(A)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 332, |
| "gt_codes": [ |
| "31A2363(+1)", |
| "46C24", |
| "47K42", |
| "54AA11", |
| "56B2(+11)", |
| "86(DERJENIGE, DER HERUMLIEGT UND IN SEINEM KAHN RUHT, etc.)" |
| ], |
| "predicted_codes": [ |
| "31A2543", |
| "31D17", |
| "46C24(+63)", |
| "83(OVID, Metamorphoses XI:1-90)", |
| "92B1218", |
| "92H1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2543\", \"31D17\", \"46C24(+63)\", \"83(OVID, Metamorphoses XI:1-90)\", \"92B1218\", \"92H1\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.3810771470160117, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 333, |
| "gt_codes": [ |
| "86(DEO, PARENTIBUS ET MAGISTRIS)", |
| "25I1", |
| "61E(LEIPZIG)", |
| "11Q21", |
| "42B111", |
| "41A711", |
| "49MM32", |
| "41A733", |
| "49B24", |
| "49L66", |
| "11L224", |
| "57A8" |
| ], |
| "predicted_codes": [ |
| "86(DEO, PARENTIBUS ET MAGISTRIS)", |
| "49C3", |
| "25I1", |
| "61E(LEIPZIG)", |
| "49B4421", |
| "49B43(+31)", |
| "49B43(+3)", |
| "49B43(+1)", |
| "49B43(+2)", |
| "49B43(+0)", |
| "57A6", |
| "57BB13" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"86(DEO, PARENTIBUS ET MAGISTRIS)\", \"49C3\", \"25I1\", \"61E(LEIPZIG)\", \"49B4421\", \"49B43(+31)\", \"49B43(+3)\", \"49B43(+1)\", \"49B43(+2)\", \"49B43(+0)\", \"57A6\", \"57BB13\"]}", |
| "valid_json": true, |
| "valid_code_count": 12, |
| "total_predicted": 12, |
| "exact_match": false, |
| "hierarchical_f1": 0.5441580118694361, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 334, |
| "gt_codes": [ |
| "41A12", |
| "61E(VEGHEL)", |
| "61F(FRISSELSTEIN)", |
| "61F(FRISSENSTEIN)" |
| ], |
| "predicted_codes": [ |
| "25I", |
| "61E(UTRECHT)", |
| "61F(HUIS TEN HAREN)", |
| "61F(KASTEEL TEN HAREN)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I\", \"61E(UTRECHT)\", \"61F(HUIS TEN HAREN)\", \"61F(KASTEEL TEN HAREN)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.75, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 335, |
| "gt_codes": [ |
| "31A221" |
| ], |
| "predicted_codes": [ |
| "31A221" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A221\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 336, |
| "gt_codes": [ |
| "11R7", |
| "43C1(+4241)", |
| "43C1(+43)", |
| "56D1", |
| "86(SPE ILLECTAT INANI)" |
| ], |
| "predicted_codes": [ |
| "23U24", |
| "26B1", |
| "41D283", |
| "47I15(SCYTHE)", |
| "86(DIE ZEIT)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"23U24\", \"26B1\", \"41D283\", \"47I15(SCYTHE)\", \"86(DIE ZEIT)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.27599999999999997, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 337, |
| "gt_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 338, |
| "gt_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "61B(+52)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "61B(+52)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+52)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 339, |
| "gt_codes": [ |
| "31A2421", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.9875, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 340, |
| "gt_codes": [ |
| "49D22" |
| ], |
| "predicted_codes": [ |
| "49D22" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49D22\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 341, |
| "gt_codes": [ |
| "31A2422", |
| "41E2(+0)", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14", |
| "C51" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\", \"C51\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.8000000000000002, |
| "code_precision": 0.6, |
| "code_recall": 0.6 |
| }, |
| { |
| "index": 342, |
| "gt_codes": [ |
| "49M3" |
| ], |
| "predicted_codes": [ |
| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M3\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 343, |
| "gt_codes": [ |
| "41A773", |
| "11F4", |
| "11G1911", |
| "41C621", |
| "41C121", |
| "31AA2351" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "41A773", |
| "41C322", |
| "41D28", |
| "41C69", |
| "42B74" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"41A773\", \"41C322\", \"41D28\", \"41C69\", \"42B74\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.4357151858853182, |
| "code_precision": 0.16666666666666666, |
| "code_recall": 0.16666666666666666 |
| }, |
| { |
| "index": 344, |
| "gt_codes": [ |
| "41D92", |
| "46A124", |
| "85", |
| "31D15(+9411)" |
| ], |
| "predicted_codes": [ |
| "31D15", |
| "25F(+63)", |
| "46C131", |
| "48A729" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D15\", \"25F(+63)\", \"46C131\", \"48A729\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.3987460815047022, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 345, |
| "gt_codes": [ |
| "92L41", |
| "41A646", |
| "92L19", |
| "46C127", |
| "92L17911" |
| ], |
| "predicted_codes": [ |
| "92L41", |
| "92D1916", |
| "47I2133", |
| "48C7352", |
| "47I4222" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"92L41\", \"92D1916\", \"47I2133\", \"48C7352\", \"47I4222\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.442, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 346, |
| "gt_codes": [ |
| "31A235", |
| "31A2421", |
| "61B(+54)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "31D12", |
| "61B(+54)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31D12\", \"61B(+54)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.8899719887955181, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 347, |
| "gt_codes": [ |
| "11HH(THERESA)" |
| ], |
| "predicted_codes": [ |
| "11HH(THERESA)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11HH(THERESA)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 348, |
| "gt_codes": [ |
| "31A231", |
| "31A2422", |
| "31A5331", |
| "48C161", |
| "48C91", |
| "61B(+54)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "31A2422", |
| "31A25161", |
| "41D222(JABOT)", |
| "48B3:61B", |
| "61B(+54)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A2422\", \"31A25161\", \"41D222(JABOT)\", \"48B3:61B\", \"61B(+54)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.7812479999999999, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 349, |
| "gt_codes": [ |
| "25G3(+33)", |
| "25H17", |
| "25H213", |
| "41A17", |
| "46AA14", |
| "46C11", |
| "47I2111", |
| "49G361" |
| ], |
| "predicted_codes": [ |
| "25H", |
| "31D14", |
| "31D15", |
| "41A17", |
| "46C11", |
| "47I21(+945)", |
| "47I2112", |
| "47I223" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H\", \"31D14\", \"31D15\", \"41A17\", \"46C11\", \"47I21(+945)\", \"47I2112\", \"47I223\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.6365181639666176, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 350, |
| "gt_codes": [ |
| "47I212" |
| ], |
| "predicted_codes": [ |
| "47I212" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"47I212\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 351, |
| "gt_codes": [ |
| "31A233", |
| "31A2421", |
| "31A25221", |
| "31A2523", |
| "31A534", |
| "31A5341", |
| "41A711", |
| "41C37", |
| "45B", |
| "45C13(RAPIER)", |
| "45C22", |
| "45C221:25F3(+352)", |
| "46A122", |
| "46A1241(GOLDEN FLEECE)", |
| "61B(+55)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "31A534", |
| "31A5341", |
| "41D222(COLLAR):25F(+351)", |
| "41D225", |
| "41D2659(SASH)", |
| "44B1:61B(+2)", |
| "45C13(RAPIER)", |
| "45C22", |
| "45C221:25F3(+352)", |
| "48C7352", |
| "48C741", |
| "61B(+54)", |
| "61B:31A2212(+1)", |
| "61B:31D14", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31A534\", \"31A5341\", \"41D222(COLLAR):25F(+351)\", \"41D225\", \"41D2659(SASH)\", \"44B1:61B(+2)\", \"45C13(RAPIER)\", \"45C22\", \"45C221:25F3(+352)\", \"48C7352\", \"48C741\", \"61B(+54)\", \"61B:31A2212(+1)\", \"61B:31D14\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 16, |
| "total_predicted": 16, |
| "exact_match": false, |
| "hierarchical_f1": 0.7328332533845004, |
| "code_precision": 0.4, |
| "code_recall": 0.375 |
| }, |
| { |
| "index": 352, |
| "gt_codes": [ |
| "46C21" |
| ], |
| "predicted_codes": [ |
| "46C21" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46C21\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 353, |
| "gt_codes": [ |
| "31A235", |
| "31A25(+933)", |
| "31A2541", |
| "31A2549", |
| "33C23" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "31A25(+933)", |
| "31A2543", |
| "33C23", |
| "46A7" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A25(+933)\", \"31A2543\", \"33C23\", \"46A7\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.8748022598870058, |
| "code_precision": 0.6, |
| "code_recall": 0.6 |
| }, |
| { |
| "index": 354, |
| "gt_codes": [ |
| "25I1", |
| "55B1", |
| "41D267", |
| "73C8641" |
| ], |
| "predicted_codes": [ |
| "31D15", |
| "73B82", |
| "46A212", |
| "49G2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D15\", \"73B82\", \"46A212\", \"49G2\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.16540740740740742, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 355, |
| "gt_codes": [ |
| "31A2421", |
| "61B(+52)" |
| ], |
| "predicted_codes": [ |
| "61B(+2)", |
| "61B(+52)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"61B(+2)\", \"61B(+52)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.6666666666666666, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 356, |
| "gt_codes": [ |
| "25G21(EMBLIC LEAF FLOWER)" |
| ], |
| "predicted_codes": [ |
| "25G4(POPPY)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(POPPY)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.57, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 357, |
| "gt_codes": [ |
| "31A235", |
| "31D14", |
| "41A2", |
| "41C323", |
| "45C15(ARROW)", |
| "61B(+55)", |
| "9" |
| ], |
| "predicted_codes": [ |
| "31A25", |
| "41C323", |
| "41D268", |
| "45B", |
| "45C22:41D222(HALSBERG)", |
| "9", |
| "92D1916" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A25\", \"41C323\", \"41D268\", \"45B\", \"45C22:41D222(HALSBERG)\", \"9\", \"92D1916\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.6004076779344317, |
| "code_precision": 0.2857142857142857, |
| "code_recall": 0.2857142857142857 |
| }, |
| { |
| "index": 358, |
| "gt_codes": [ |
| "41A12", |
| "61E(MAARSSEN)" |
| ], |
| "predicted_codes": [ |
| "41A16", |
| "43B7" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A16\", \"43B7\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.44245810055865925, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 359, |
| "gt_codes": [ |
| "25F26(RABBIT)(+45)", |
| "25G4111", |
| "31D13", |
| "34B11(+95711)", |
| "41C11", |
| "41C313", |
| "41C6121(+2)", |
| "41C624", |
| "41C6263", |
| "41C7111", |
| "48C7311", |
| "48C7521", |
| "92D1916" |
| ], |
| "predicted_codes": [ |
| "25G41(ROSE)", |
| "31A76", |
| "48C7311", |
| "48C7323", |
| "48C7351(+39)", |
| "48C73513(+39)", |
| "48C73513(+39):31D13", |
| "48C73513(+39):31D14", |
| "48C73513:5(+39)", |
| "48C7522", |
| "48C7522:48C7323", |
| "48C7522:48C7323", |
| "92D1916" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G41(ROSE)\", \"31A76\", \"48C7311\", \"48C7323\", \"48C7351(+39)\", \"48C73513(+39)\", \"48C73513(+39):31D13\", \"48C73513(+39):31D14\", \"48C73513:5(+39)\", \"48C7522\", \"48C7522:48C7323\", \"48C7522:48C7323\", \"92D1916\"]}", |
| "valid_json": true, |
| "valid_code_count": 13, |
| "total_predicted": 13, |
| "exact_match": false, |
| "hierarchical_f1": 0.5999977645138936, |
| "code_precision": 0.16666666666666666, |
| "code_recall": 0.15384615384615385 |
| }, |
| { |
| "index": 360, |
| "gt_codes": [ |
| "41D1", |
| "41D25(+82)" |
| ], |
| "predicted_codes": [ |
| "41A761", |
| "42B36" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A761\", \"42B36\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.32895522388059706, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 361, |
| "gt_codes": [ |
| "41A681" |
| ], |
| "predicted_codes": [ |
| "47I42" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"47I42\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.19, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 362, |
| "gt_codes": [ |
| "25H15", |
| "25H156", |
| "25H213" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "25H15", |
| "46C11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H15\", \"46C11\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.5863337713534822, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 363, |
| "gt_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "61B(+52)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+52)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 364, |
| "gt_codes": [ |
| "25A13", |
| "41A62" |
| ], |
| "predicted_codes": [ |
| "41A63", |
| "48C149" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A63\", \"48C149\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.44245810055865925, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 365, |
| "gt_codes": [ |
| "31D112:61B2(...)1", |
| "34B11", |
| "41C621", |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "34B11", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"34B11\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.6586303939962476, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 366, |
| "gt_codes": [ |
| "23D43", |
| "25G3(+33)", |
| "25H", |
| "25H17", |
| "25I" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "25H17", |
| "46C11", |
| "46C13141(+75247)", |
| "46C14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H17\", \"46C11\", \"46C13141(+75247)\", \"46C14\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.4893203883495146, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 367, |
| "gt_codes": [ |
| "31A24(+1)", |
| "31D15:61BB", |
| "61B(+52)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "31D15:61BB", |
| "61B(+52)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D15:61BB\", \"61B(+52)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 368, |
| "gt_codes": [ |
| "48C1412" |
| ], |
| "predicted_codes": [ |
| "48C1623" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48C1623\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.8000000000000002, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 369, |
| "gt_codes": [ |
| "45K" |
| ], |
| "predicted_codes": [ |
| "45K" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45K\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 370, |
| "gt_codes": [ |
| "25F2('TRAMET')" |
| ], |
| "predicted_codes": [ |
| "25F2('ISPAEIT')" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F2('ISPAEIT')\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 371, |
| "gt_codes": [ |
| "71F2152", |
| "71F2143" |
| ], |
| "predicted_codes": [ |
| "71E31742", |
| "71E3174" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"71E31742\", \"71E3174\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.39493670886075954, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 372, |
| "gt_codes": [ |
| "11Q651", |
| "49MM32" |
| ], |
| "predicted_codes": [ |
| "11P341", |
| "49MM32" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11P341\", \"49MM32\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.7, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 373, |
| "gt_codes": [ |
| "11(+5)", |
| "11(+5):61B", |
| "11H", |
| "11H(JOHN THE BAPTIST)", |
| "11HH", |
| "11HH(MARY MAGDALENE)", |
| "25H11", |
| "47I2133", |
| "49M32" |
| ], |
| "predicted_codes": [ |
| "11(+5):61B", |
| "11H", |
| "11H(ANTONY ABBOT)", |
| "11HH(CATHERINE)34", |
| "25F72(OYSTER)(+93)", |
| "25G3(PALM-TREE)", |
| "25I", |
| "41A12", |
| "49L7" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11(+5):61B\", \"11H\", \"11H(ANTONY ABBOT)\", \"11HH(CATHERINE)34\", \"25F72(OYSTER)(+93)\", \"25G3(PALM-TREE)\", \"25I\", \"41A12\", \"49L7\"]}", |
| "valid_json": true, |
| "valid_code_count": 9, |
| "total_predicted": 9, |
| "exact_match": false, |
| "hierarchical_f1": 0.6994982078853047, |
| "code_precision": 0.2222222222222222, |
| "code_recall": 0.2222222222222222 |
| }, |
| { |
| "index": 374, |
| "gt_codes": [ |
| "25F23(TIGER)" |
| ], |
| "predicted_codes": [ |
| "25F" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.57, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 375, |
| "gt_codes": [ |
| "31F2", |
| "43A4313", |
| "45(+221)", |
| "45F5" |
| ], |
| "predicted_codes": [ |
| "25F25(ELEPHANT)", |
| "31A2711", |
| "46C131", |
| "48C7352" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F25(ELEPHANT)\", \"31A2711\", \"46C131\", \"48C7352\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.21364161849710983, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 376, |
| "gt_codes": [ |
| "45B", |
| "45C16(CANNON)", |
| "46C131", |
| "46A7", |
| "44F1", |
| "41A141", |
| "32B311(FRENCH)" |
| ], |
| "predicted_codes": [ |
| "25I1", |
| "46A132", |
| "45B", |
| "46C131", |
| "45D311", |
| "45H33", |
| "45K1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46A132\", \"45B\", \"46C131\", \"45D311\", \"45H33\", \"45K1\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.5058390342052314, |
| "code_precision": 0.2857142857142857, |
| "code_recall": 0.2857142857142857 |
| }, |
| { |
| "index": 377, |
| "gt_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(V)" |
| ], |
| "predicted_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(V)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(V)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 378, |
| "gt_codes": [ |
| "25G21(BLACKBERRY)", |
| "25G21(CHERRY)", |
| "25G21(LEMON)", |
| "25G21(PEACH)", |
| "25G21(PRUNE)", |
| "25G21(RED CURRANT)", |
| "25G21(STRAWBERRY)", |
| "41C341", |
| "41C37", |
| "41C653", |
| "41C653(LEMON)", |
| "41C653(PEACH)", |
| "41C653(PRUNE)", |
| "47I4223" |
| ], |
| "predicted_codes": [ |
| "25G21(CHERRY)", |
| "25G21(LEMON)", |
| "25G21(MELON)", |
| "25G21(PEACH)", |
| "25G21(PRUNE)", |
| "41C37", |
| "41C653", |
| "41C653(LEMON)", |
| "41C653(PEACH)", |
| "41C653(PRUNE)", |
| "41D2659(FRINGE)", |
| "47I4223", |
| "48(+631)", |
| "48C1623" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G21(CHERRY)\", \"25G21(LEMON)\", \"25G21(MELON)\", \"25G21(PEACH)\", \"25G21(PRUNE)\", \"41C37\", \"41C653\", \"41C653(LEMON)\", \"41C653(PEACH)\", \"41C653(PRUNE)\", \"41D2659(FRINGE)\", \"47I4223\", \"48(+631)\", \"48C1623\"]}", |
| "valid_json": true, |
| "valid_code_count": 14, |
| "total_predicted": 14, |
| "exact_match": false, |
| "hierarchical_f1": 0.906245873202395, |
| "code_precision": 0.7142857142857143, |
| "code_recall": 0.7142857142857143 |
| }, |
| { |
| "index": 379, |
| "gt_codes": [ |
| "11D", |
| "11D31", |
| "31A24(+1)", |
| "31A533(SPLIT BEARD)", |
| "31A534", |
| "61B(+51)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "11D", |
| "31A24(+1)", |
| "31A534", |
| "31A5341", |
| "61B(+51)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11D\", \"31A24(+1)\", \"31A534\", \"31A5341\", \"61B(+51)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.9476104385256927, |
| "code_precision": 0.7142857142857143, |
| "code_recall": 0.7142857142857143 |
| }, |
| { |
| "index": 380, |
| "gt_codes": [ |
| "22C5", |
| "25H13", |
| "45C16(CANNON)(+1)", |
| "46C24(STATENJACHT)" |
| ], |
| "predicted_codes": [ |
| "25H13", |
| "26A", |
| "46C232", |
| "46C24" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H13\", \"26A\", \"46C232\", \"46C24\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.6601591760299625, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 381, |
| "gt_codes": [ |
| "24A2", |
| "25G4111", |
| "45C13(SWORD)", |
| "54F2", |
| "56D1", |
| "59B31", |
| "86(ANTE OCCASUM LAUREA)" |
| ], |
| "predicted_codes": [ |
| "24A1", |
| "25G3(LAUREL)(+22)", |
| "45C13(SWORD)", |
| "56B1(+4)", |
| "58BB1(+4)", |
| "86(ANTE OCCASUM LAUREA)", |
| "98B(CICERO)3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"24A1\", \"25G3(LAUREL)(+22)\", \"45C13(SWORD)\", \"56B1(+4)\", \"58BB1(+4)\", \"86(ANTE OCCASUM LAUREA)\", \"98B(CICERO)3\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.5524880029531192, |
| "code_precision": 0.2857142857142857, |
| "code_recall": 0.2857142857142857 |
| }, |
| { |
| "index": 382, |
| "gt_codes": [ |
| "49L12(D)", |
| "49L171", |
| "73C1333" |
| ], |
| "predicted_codes": [ |
| "49L12(D)", |
| "49L171", |
| "71H856" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L12(D)\", \"49L171\", \"71H856\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.7299999999999999, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 383, |
| "gt_codes": [ |
| "44C312", |
| "45I7", |
| "61B2(RADETZKY, Johann)(+4)", |
| "61K(QUADRILATERO)", |
| "61I(BATTAGLIA DI GOITO)" |
| ], |
| "predicted_codes": [ |
| "46A17", |
| "32B311(ITALIANI)(+9)", |
| "48C85431(PULCINELLA)", |
| "61D(CROazia)", |
| "61B2(FERDINANDO II)(+4)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A17\", \"32B311(ITALIANI)(+9)\", \"48C85431(PULCINELLA)\", \"61D(CROazia)\", \"61B2(FERDINANDO II)(+4)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.3919595959595959, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 384, |
| "gt_codes": [ |
| "31E23121" |
| ], |
| "predicted_codes": [ |
| "73D55" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73D55\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 385, |
| "gt_codes": [ |
| "49L12(D)", |
| "49L171", |
| "73B4" |
| ], |
| "predicted_codes": [ |
| "49L12(D)", |
| "49L171", |
| "73D76" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L12(D)\", \"49L171\", \"73D76\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.7933333333333333, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 386, |
| "gt_codes": [ |
| "25F35(PARROT)", |
| "25F36(SWAN)", |
| "25I145", |
| "31A5331", |
| "31D112", |
| "31D14", |
| "31D15", |
| "34B11", |
| "41A1", |
| "41A422", |
| "41A646", |
| "42G:61B2(...)13", |
| "47I213", |
| "61B(+55)", |
| "92D1916" |
| ], |
| "predicted_codes": [ |
| "25F35(PARROT)", |
| "25G41(ROSE)", |
| "31A(+73)", |
| "31D112", |
| "31D14", |
| "31D15", |
| "34B11", |
| "41A646", |
| "41C37", |
| "41D221(BERET)(+44)", |
| "42G:61B2(...)13", |
| "46C14111", |
| "48C161", |
| "61B(+55)", |
| "92D1916" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F35(PARROT)\", \"25G41(ROSE)\", \"31A(+73)\", \"31D112\", \"31D14\", \"31D15\", \"34B11\", \"41A646\", \"41C37\", \"41D221(BERET)(+44)\", \"42G:61B2(...)13\", \"46C14111\", \"48C161\", \"61B(+55)\", \"92D1916\"]}", |
| "valid_json": true, |
| "valid_code_count": 15, |
| "total_predicted": 15, |
| "exact_match": false, |
| "hierarchical_f1": 0.7743188654920498, |
| "code_precision": 0.6, |
| "code_recall": 0.6 |
| }, |
| { |
| "index": 387, |
| "gt_codes": [ |
| "11I61", |
| "98B" |
| ], |
| "predicted_codes": [ |
| "11I62", |
| "49C3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11I62\", \"49C3\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.4000000000000001, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 388, |
| "gt_codes": [ |
| "31A2421", |
| "61B(+52)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.9516666666666667, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 389, |
| "gt_codes": [ |
| "25F711(BEE)", |
| "25F711(BUTTERFLY)", |
| "25G41(ANEMONE)", |
| "25G41(AURICULA)", |
| "25G41(CARNATION)", |
| "25G41(CONVOLVULUS)", |
| "25G41(CROWN IMPERIAL)", |
| "25G41(DAGSCONE)", |
| "25G41(FRITILLARIA IMPERIALIS)", |
| "25G41(LILY)", |
| "25G41(ROSE)", |
| "25G41(TULIP)", |
| "41A646", |
| "41A671", |
| "41A6711" |
| ], |
| "predicted_codes": [ |
| "25F711(BUTTERFLY)", |
| "25G4(ROSEMARY)", |
| "25G4(ROSMARINUS OFFICIALIS)", |
| "25G41(CARNATION)", |
| "25G41(CONVOLVULUS)", |
| "25G41(DAGSCONE)", |
| "25G41(LILAC)", |
| "25G41(LILY)", |
| "25G41(MARIGOLD)", |
| "25G41(PANSY)", |
| "25G41(POPPY)", |
| "25G41(ROSE)", |
| "25G41(TULIP)", |
| "41A671", |
| "41A773" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F711(BUTTERFLY)\", \"25G4(ROSEMARY)\", \"25G4(ROSMARINUS OFFICIALIS)\", \"25G41(CARNATION)\", \"25G41(CONVOLVULUS)\", \"25G41(DAGSCONE)\", \"25G41(LILAC)\", \"25G41(LILY)\", \"25G41(MARIGOLD)\", \"25G41(PANSY)\", \"25G41(POPPY)\", \"25G41(ROSE)\", \"25G41(TULIP)\", \"41A671\", \"41A773\"]}", |
| "valid_json": true, |
| "valid_code_count": 15, |
| "total_predicted": 15, |
| "exact_match": false, |
| "hierarchical_f1": 0.9603575910023998, |
| "code_precision": 0.5333333333333333, |
| "code_recall": 0.5333333333333333 |
| }, |
| { |
| "index": 390, |
| "gt_codes": [ |
| "11P4433", |
| "44G311" |
| ], |
| "predicted_codes": [ |
| "41C741", |
| "46A14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41C741\", \"46A14\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.13220338983050847, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 391, |
| "gt_codes": [ |
| "25F23(WOLF)(+2)", |
| "25F23(WOLF)(+21)", |
| "25F23(WOLF)(+23)", |
| "25H18", |
| "26D1", |
| "51HH3", |
| "86(SEHR SCHLIMM, DOCH OHNE MENGE)" |
| ], |
| "predicted_codes": [ |
| "25F23(WOLF)(+41)", |
| "25H114", |
| "46C13142(+763)", |
| "46C13142(+764)", |
| "46C13142(+769)", |
| "54A8", |
| "86(SEHR SCHLIM, DOCH OHNE DER MENGE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F23(WOLF)(+41)\", \"25H114\", \"46C13142(+763)\", \"46C13142(+764)\", \"46C13142(+769)\", \"54A8\", \"86(SEHR SCHLIM, DOCH OHNE DER MENGE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.5355112131379127, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 392, |
| "gt_codes": [ |
| "25I241", |
| "48C7354" |
| ], |
| "predicted_codes": [ |
| "41A775", |
| "46B" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A775\", \"46B\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.12666666666666665, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 393, |
| "gt_codes": [ |
| "11H", |
| "73", |
| "73D415" |
| ], |
| "predicted_codes": [ |
| "73", |
| "73D415", |
| "73D62" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73\", \"73D415\", \"73D62\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.7498176513493799, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 394, |
| "gt_codes": [ |
| "11M42", |
| "46C131" |
| ], |
| "predicted_codes": [ |
| "11H(MATTHIAS)", |
| "46C131" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H(MATTHIAS)\", \"46C131\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.69, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 395, |
| "gt_codes": [ |
| "61B(+2)", |
| "61B(+52)" |
| ], |
| "predicted_codes": [ |
| "61B(+2)", |
| "61B(+52)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"61B(+2)\", \"61B(+52)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 396, |
| "gt_codes": [ |
| "25A4", |
| "45K13" |
| ], |
| "predicted_codes": [ |
| "25A4", |
| "45K13" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25A4\", \"45K13\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 397, |
| "gt_codes": [ |
| "31A2211", |
| "31A24(+1)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.9156343792633014, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 398, |
| "gt_codes": [ |
| "44C312", |
| "61A(1848)", |
| "23C1", |
| "44F0", |
| "61A(1849)" |
| ], |
| "predicted_codes": [ |
| "46A17", |
| "44C312", |
| "44B04", |
| "44G(+5)", |
| "61I(REPUBBLICA ROMANA)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A17\", \"44C312\", \"44B04\", \"44G(+5)\", \"61I(REPUBBLICA ROMANA)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.45236203090507715, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 399, |
| "gt_codes": [ |
| "94A41", |
| "46C22" |
| ], |
| "predicted_codes": [ |
| "46C131", |
| "84(MELUSINE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46C131\", \"84(MELUSINE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.285, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 400, |
| "gt_codes": [ |
| "71A611" |
| ], |
| "predicted_codes": [ |
| "71A6" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"71A6\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.76, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 401, |
| "gt_codes": [ |
| "31A235", |
| "41A2", |
| "48B3:61B", |
| "48C524", |
| "61B(+54)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "48B3:61B", |
| "48C5151", |
| "48C5152", |
| "61B(+54)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"48B3:61B\", \"48C5151\", \"48C5152\", \"61B(+54)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.8699140401146132, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 402, |
| "gt_codes": [ |
| "92D1916", |
| "45C15(BOW AND ARROW)", |
| "41B32", |
| "48A9831" |
| ], |
| "predicted_codes": [ |
| "92D1916", |
| "48C7352", |
| "48A98312", |
| "48A984" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"92D1916\", \"48C7352\", \"48A98312\", \"48A984\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.6745844625112917, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 403, |
| "gt_codes": [ |
| "32B311(DUTCH)(+3)", |
| "41D21(+82)", |
| "41D262" |
| ], |
| "predicted_codes": [ |
| "41D2", |
| "41D21(+82)", |
| "41D2659(SASH)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41D2\", \"41D21(+82)\", \"41D2659(SASH)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.7234638329604773, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 404, |
| "gt_codes": [ |
| "25F23(LION)", |
| "25H", |
| "31D14", |
| "34B11", |
| "43C114", |
| "46C13141" |
| ], |
| "predicted_codes": [ |
| "25F23(LION)", |
| "41A77", |
| "43C114", |
| "46C13185", |
| "9", |
| "94L" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F23(LION)\", \"41A77\", \"43C114\", \"46C13185\", \"9\", \"94L\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.5387017001545595, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 405, |
| "gt_codes": [ |
| "92B423" |
| ], |
| "predicted_codes": [ |
| "92C454" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"92C454\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.4000000000000001, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 406, |
| "gt_codes": [ |
| "48A9833" |
| ], |
| "predicted_codes": [ |
| "71E3243" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"71E3243\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 407, |
| "gt_codes": [ |
| "73", |
| "73C523" |
| ], |
| "predicted_codes": [ |
| "73", |
| "73D415" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73\", \"73D415\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.7, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 408, |
| "gt_codes": [ |
| "25F72(MUREX)(+36)", |
| "83(OVID, Metamorphoses I:313-347)", |
| "91E72", |
| "92H171", |
| "92H18(TRIDENT)", |
| "92H391" |
| ], |
| "predicted_codes": [ |
| "25H13", |
| "46C13187", |
| "92I71(+0)", |
| "92L41", |
| "92L411", |
| "92L4111" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H13\", \"46C13187\", \"92I71(+0)\", \"92L41\", \"92L411\", \"92L4111\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.3142857142857143, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 409, |
| "gt_codes": [ |
| "46C24", |
| "25H13", |
| "41B16", |
| "25G3(PALM-TREE)", |
| "24D", |
| "24A6", |
| "71A341" |
| ], |
| "predicted_codes": [ |
| "25H13", |
| "24A6", |
| "25G3(PALM-TREE)", |
| "25F(+342)", |
| "25FF422", |
| "98B(HERACLITUS)51", |
| "49E39" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H13\", \"24A6\", \"25G3(PALM-TREE)\", \"25F(+342)\", \"25FF422\", \"98B(HERACLITUS)51\", \"49E39\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.5525581395348836, |
| "code_precision": 0.42857142857142855, |
| "code_recall": 0.42857142857142855 |
| }, |
| { |
| "index": 410, |
| "gt_codes": [ |
| "11H(JUDE THADDAEUS)" |
| ], |
| "predicted_codes": [ |
| "11H(LAURENCE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H(LAURENCE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 411, |
| "gt_codes": [ |
| "25H133", |
| "25H23(+1)" |
| ], |
| "predicted_codes": [ |
| "46C232", |
| "46C24" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46C232\", \"46C24\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 412, |
| "gt_codes": [ |
| "11F4132", |
| "11H(JOHN)12", |
| "73G" |
| ], |
| "predicted_codes": [ |
| "11H(JOHN)", |
| "48A9876", |
| "11F2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H(JOHN)\", \"48A9876\", \"11F2\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.5233333333333333, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 413, |
| "gt_codes": [ |
| "25G41(VIOLET)" |
| ], |
| "predicted_codes": [ |
| "25G4(Schlehe)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(Schlehe)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.76, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 414, |
| "gt_codes": [ |
| "49H3", |
| "83(OGILBY, America)" |
| ], |
| "predicted_codes": [ |
| "45(+3)", |
| "46C291" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45(+3)\", \"46C291\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.12666666666666665, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 415, |
| "gt_codes": [ |
| "11T", |
| "11K" |
| ], |
| "predicted_codes": [ |
| "11T", |
| "31E23621" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11T\", \"31E23621\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.5833333333333334, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 416, |
| "gt_codes": [ |
| "31A231", |
| "31A2422", |
| "41A7751", |
| "41D211", |
| "41D221(HOOD)", |
| "41D2321", |
| "41D2661", |
| "41D2662", |
| "42A45", |
| "61B(+55)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "25G41(ROSE)", |
| "31A231", |
| "31D112:61B2(...)1", |
| "41A711", |
| "41A721", |
| "41C37", |
| "41D26611", |
| "41D2668", |
| "41E2", |
| "49M32", |
| "61B(+55)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G41(ROSE)\", \"31A231\", \"31D112:61B2(...)1\", \"41A711\", \"41A721\", \"41C37\", \"41D26611\", \"41D2668\", \"41E2\", \"49M32\", \"61B(+55)\"]}", |
| "valid_json": true, |
| "valid_code_count": 11, |
| "total_predicted": 11, |
| "exact_match": false, |
| "hierarchical_f1": 0.6849746978627135, |
| "code_precision": 0.18181818181818182, |
| "code_recall": 0.18181818181818182 |
| }, |
| { |
| "index": 417, |
| "gt_codes": [ |
| "86(INVIDIOSUM QUAM MISERUM ESSE PRAESTAT)", |
| "25H2322", |
| "46C24", |
| "92I751", |
| "94I182", |
| "11N32", |
| "56BB21" |
| ], |
| "predicted_codes": [ |
| "86(AMOUR & AMITI\u00c9)", |
| "46C21", |
| "31D15(+72)", |
| "31A27631", |
| "56F2", |
| "56BB1", |
| "56F2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"86(AMOUR & AMITI\\u00c9)\", \"46C21\", \"31D15(+72)\", \"31A27631\", \"56F2\", \"56BB1\", \"56F2\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.4129834791059281, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 418, |
| "gt_codes": [ |
| "49E39", |
| "25G4" |
| ], |
| "predicted_codes": [ |
| "49E39", |
| "25G4" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49E39\", \"25G4\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 419, |
| "gt_codes": [ |
| "31A25373", |
| "31D120", |
| "41A773", |
| "44B193", |
| "48C7322", |
| "49M32", |
| "49M43", |
| "49N", |
| "92L41" |
| ], |
| "predicted_codes": [ |
| "11G23", |
| "11I62(DAVID)34", |
| "11Q71454", |
| "31B1", |
| "31D15(+89)", |
| "48C7322", |
| "48C7522", |
| "49M43", |
| "86(ZEDEZANGEN EN FLIGTELYKE LIEDEREN ETC.)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11G23\", \"11I62(DAVID)34\", \"11Q71454\", \"31B1\", \"31D15(+89)\", \"48C7322\", \"48C7522\", \"49M43\", \"86(ZEDEZANGEN EN FLIGTELYKE LIEDEREN ETC.)\"]}", |
| "valid_json": true, |
| "valid_code_count": 9, |
| "total_predicted": 9, |
| "exact_match": false, |
| "hierarchical_f1": 0.4668246445497631, |
| "code_precision": 0.2222222222222222, |
| "code_recall": 0.2222222222222222 |
| }, |
| { |
| "index": 420, |
| "gt_codes": [ |
| "31E23621", |
| "71H814", |
| "71H815(+0)" |
| ], |
| "predicted_codes": [ |
| "71C245", |
| "71C263", |
| "71C27" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"71C245\", \"71C263\", \"71C27\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.3178451178451178, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 421, |
| "gt_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(T)" |
| ], |
| "predicted_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(Z)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(Z)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 422, |
| "gt_codes": [ |
| "33C23", |
| "31D16", |
| "46A1632", |
| "46B311", |
| "33A14", |
| "55C2" |
| ], |
| "predicted_codes": [ |
| "31D14", |
| "31D15", |
| "49G21", |
| "49G81", |
| "49G82", |
| "49G83" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D14\", \"31D15\", \"49G21\", \"49G81\", \"49G82\", \"49G83\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.3154653130287648, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 423, |
| "gt_codes": [ |
| "31A235", |
| "31D14", |
| "41C74(+1)", |
| "41C741" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "47D8(AXE)", |
| "47H31", |
| "61B(+53)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"47D8(AXE)\", \"47H31\", \"61B(+53)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.3892879746835443, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 424, |
| "gt_codes": [ |
| "47I2112" |
| ], |
| "predicted_codes": [ |
| "47I2112" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"47I2112\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 425, |
| "gt_codes": [ |
| "41A723", |
| "41D282", |
| "47H311", |
| "47H312", |
| "86(VIS AMORIS)", |
| "94L24(+0)" |
| ], |
| "predicted_codes": [ |
| "25F42(+1)", |
| "31A2352", |
| "31D14", |
| "44B192", |
| "86(NEC IUSTITIA NEC FIDES NEC PAX NEC HONESTAS)", |
| "98B(ALEXANDER THE GREAT)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F42(+1)\", \"31A2352\", \"31D14\", \"44B192\", \"86(NEC IUSTITIA NEC FIDES NEC PAX NEC HONESTAS)\", \"98B(ALEXANDER THE GREAT)\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.2727909270216962, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 426, |
| "gt_codes": [ |
| "73", |
| "73B57" |
| ], |
| "predicted_codes": [ |
| "73", |
| "73B57" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73\", \"73B57\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 427, |
| "gt_codes": [ |
| "47I2112", |
| "47I213", |
| "47I214", |
| "47I221", |
| "73", |
| "73B14" |
| ], |
| "predicted_codes": [ |
| "11G", |
| "23R14", |
| "47I2112", |
| "47I213", |
| "47I214", |
| "73" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11G\", \"23R14\", \"47I2112\", \"47I213\", \"47I214\", \"73\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.7523602033405955, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 428, |
| "gt_codes": [ |
| "11F23" |
| ], |
| "predicted_codes": [ |
| "73A52" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73A52\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 429, |
| "gt_codes": [ |
| "44BB114(SULTAN'S WIFE)", |
| "61BB2(HURREM SULTAN)1(+522)", |
| "61BB2(ROXOLANA)1(+522)", |
| "86(ROXOLANA SIVE ROSA SOLYMMANI UXOR)" |
| ], |
| "predicted_codes": [ |
| "31D15", |
| "44B191", |
| "61BB2(ROXOLANA)1(+52)", |
| "86(ROXOLANA, SOLEIMAN HIS BELOVED WIFE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D15\", \"44B191\", \"61BB2(ROXOLANA)1(+52)\", \"86(ROXOLANA, SOLEIMAN HIS BELOVED WIFE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.7471416938110749, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 430, |
| "gt_codes": [ |
| "25H11", |
| "25H213", |
| "25I", |
| "46C112" |
| ], |
| "predicted_codes": [ |
| "25H11", |
| "31B6235", |
| "33A35", |
| "46C112" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"31B6235\", \"33A35\", \"46C112\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.595959595959596, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 431, |
| "gt_codes": [ |
| "73B13" |
| ], |
| "predicted_codes": [ |
| "73B25" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73B25\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.6, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 432, |
| "gt_codes": [ |
| "31A235", |
| "31A2422", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "49M32", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"49M32\", \"61B(+53)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.869406392694064, |
| "code_precision": 0.8, |
| "code_recall": 0.8 |
| }, |
| { |
| "index": 433, |
| "gt_codes": [ |
| "25I22", |
| "25I3", |
| "31A2711", |
| "33A35", |
| "41D263", |
| "49L8", |
| "73E341", |
| "86(WAS ONS HART NIET BRANDENDE IN ONS, TERWIJL HIJ ONDERWEG TOT ONS SPRAK EN ONS DE SCHRIFTEN OPENDE?)" |
| ], |
| "predicted_codes": [ |
| "11D3", |
| "25G3(+361)", |
| "41A7751", |
| "49L8", |
| "49MM32", |
| "73E341", |
| "73E343", |
| "86(BRANDE ONS HERTEN WIER IN ONS ALS HIJ MET ONS SPROOK OP DEN WIJGE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11D3\", \"25G3(+361)\", \"41A7751\", \"49L8\", \"49MM32\", \"73E341\", \"73E343\", \"86(BRANDE ONS HERTEN WIER IN ONS ALS HIJ MET ONS SPROOK OP DEN WIJGE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.5707592190889371, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 434, |
| "gt_codes": [ |
| "25F26(HARE)", |
| "25F38(PARTRIDGE)", |
| "25G21(LEMON)", |
| "41C653(LEMON)", |
| "43C113" |
| ], |
| "predicted_codes": [ |
| "25F38(PARTRIDGE)", |
| "41A771", |
| "41C653(ORANGE)", |
| "41E:55B1", |
| "47D8(KNIFE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F38(PARTRIDGE)\", \"41A771\", \"41C653(ORANGE)\", \"41E:55B1\", \"47D8(KNIFE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.6161426256077795, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 435, |
| "gt_codes": [ |
| "25H15", |
| "43C121(+4161)", |
| "46C232" |
| ], |
| "predicted_codes": [ |
| "25H", |
| "46C1112", |
| "47I84" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H\", \"46C1112\", \"47I84\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.4433333333333333, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 436, |
| "gt_codes": [ |
| "24C14", |
| "25A13", |
| "25F35(PEACOCK)", |
| "25G3", |
| "25G4(+32)", |
| "31D120", |
| "41B31(+1)", |
| "46C13192", |
| "49D11(XX)", |
| "52BB1", |
| "86(PROLES TUA, MAIA, IUVENTUS)", |
| "86(HIS BONES ARE FULL OF THE SINNES OF HIS YOUTH)" |
| ], |
| "predicted_codes": [ |
| "23A4", |
| "25F35(PEACOCK)", |
| "25G3", |
| "25H114", |
| "41B31(+1)", |
| "46C13141(+739):31A2763", |
| "46C13141(+745)", |
| "48C244", |
| "54E31(+4)", |
| "54EE31(+4)", |
| "86(DIE LIEBE IST DER WELT LAMP)", |
| "86(LUX MUNDI)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"23A4\", \"25F35(PEACOCK)\", \"25G3\", \"25H114\", \"41B31(+1)\", \"46C13141(+739):31A2763\", \"46C13141(+745)\", \"48C244\", \"54E31(+4)\", \"54EE31(+4)\", \"86(DIE LIEBE IST DER WELT LAMP)\", \"86(LUX MUNDI)\"]}", |
| "valid_json": true, |
| "valid_code_count": 12, |
| "total_predicted": 12, |
| "exact_match": false, |
| "hierarchical_f1": 0.6497224001708307, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 437, |
| "gt_codes": [ |
| "24A6", |
| "25H13", |
| "25H2323", |
| "25I5", |
| "31A2762", |
| "31A2764", |
| "31A453(+3)", |
| "83(OVID, Metamorphoses VIII:183-235)", |
| "95A(ICARUS)68" |
| ], |
| "predicted_codes": [ |
| "86(QUO TENDIS?)", |
| "24A", |
| "25H13", |
| "25I5", |
| "31D14(+72)", |
| "31E234631", |
| "31B6211", |
| "54F12", |
| "54FF12" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"86(QUO TENDIS?)\", \"24A\", \"25H13\", \"25I5\", \"31D14(+72)\", \"31E234631\", \"31B6211\", \"54F12\", \"54FF12\"]}", |
| "valid_json": true, |
| "valid_code_count": 9, |
| "total_predicted": 9, |
| "exact_match": false, |
| "hierarchical_f1": 0.46715581854043386, |
| "code_precision": 0.2222222222222222, |
| "code_recall": 0.2222222222222222 |
| }, |
| { |
| "index": 438, |
| "gt_codes": [ |
| "31A22141", |
| "31A22153", |
| "49G3(+52)" |
| ], |
| "predicted_codes": [ |
| "49G61", |
| "49G81(+52)", |
| "49G81(+0)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49G61\", \"49G81(+52)\", \"49G81(+0)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.285, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 439, |
| "gt_codes": [ |
| "31A2422", |
| "31D15:61BB", |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "61B(+52)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+52)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.9833333333333334, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 440, |
| "gt_codes": [ |
| "31A235", |
| "31A2421", |
| "31D15:61BB", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "41D221(CAP)", |
| "41D2664", |
| "61B(+53)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"41D221(CAP)\", \"41D2664\", \"61B(+53)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.7088676671214188, |
| "code_precision": 0.6, |
| "code_recall": 0.6 |
| }, |
| { |
| "index": 441, |
| "gt_codes": [ |
| "86(JUDICIUM MEMORATU DIGNUM)", |
| "42B53", |
| "42B4", |
| "11Q01" |
| ], |
| "predicted_codes": [ |
| "86(QUO TENDIS?)", |
| "92B371", |
| "57A6", |
| "57AA6" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"86(QUO TENDIS?)\", \"92B371\", \"57A6\", \"57AA6\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.25, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 442, |
| "gt_codes": [ |
| "25F23(ERMINE)(+351)", |
| "31A2421", |
| "31AA533(...)", |
| "31D15:61BB", |
| "41D2211", |
| "61B(+52)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "41D221(VLEUGELMUTS)", |
| "41D26611", |
| "41D2665", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"41D221(VLEUGELMUTS)\", \"41D26611\", \"41D2665\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.8491410960539669, |
| "code_precision": 0.42857142857142855, |
| "code_recall": 0.42857142857142855 |
| }, |
| { |
| "index": 443, |
| "gt_codes": [ |
| "48C811", |
| "48C85" |
| ], |
| "predicted_codes": [ |
| "41A2", |
| "48C513" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A2\", \"48C513\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.47158163265306124, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 444, |
| "gt_codes": [ |
| "41A2", |
| "41A671" |
| ], |
| "predicted_codes": [ |
| "48B11", |
| "48C51" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48B11\", \"48C51\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.19, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 445, |
| "gt_codes": [ |
| "92C1" |
| ], |
| "predicted_codes": [ |
| "92C4" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"92C4\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.6, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 446, |
| "gt_codes": [ |
| "11L53", |
| "41A251", |
| "49L5", |
| "49L62", |
| "49MM32" |
| ], |
| "predicted_codes": [ |
| "11P341", |
| "48C91", |
| "49L62", |
| "49M32", |
| "61B2(WESSEL, HENRICUS VAN)11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11P341\", \"48C91\", \"49L62\", \"49M32\", \"61B2(WESSEL, HENRICUS VAN)11\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.47954732510288073, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 447, |
| "gt_codes": [ |
| "11(+5):61B", |
| "25H" |
| ], |
| "predicted_codes": [ |
| "11(+5):61B", |
| "73" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11(+5):61B\", \"73\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.5, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 448, |
| "gt_codes": [ |
| "11I2", |
| "59C2", |
| "92C1" |
| ], |
| "predicted_codes": [ |
| "45C1", |
| "92B47", |
| "92D1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45C1\", \"92B47\", \"92D1\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.17627118644067796, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 449, |
| "gt_codes": [ |
| "43A(+2)", |
| "48B43" |
| ], |
| "predicted_codes": [ |
| "43A(+2)", |
| "48C75" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"43A(+2)\", \"48C75\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.7, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 450, |
| "gt_codes": [ |
| "31A2422", |
| "41D222(RUFF)", |
| "41D2659(SASH)", |
| "45C22", |
| "46A1241(ORDER OF THE GARTER)", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "31A534", |
| "31A5341", |
| "41D2659(SASH)", |
| "45C22", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31A534\", \"31A5341\", \"41D2659(SASH)\", \"45C22\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.8829299363057325, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 451, |
| "gt_codes": [ |
| "46C24" |
| ], |
| "predicted_codes": [ |
| "46C291(+33)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46C291(+33)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.76, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 452, |
| "gt_codes": [ |
| "31A24(+1)", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "61B:31A2212(+1)", |
| "61B:31D14", |
| "98" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B:31A2212(+1)\", \"61B:31D14\", \"98\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.8150684931506849, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 453, |
| "gt_codes": [ |
| "31D112", |
| "31D15", |
| "31D16", |
| "41B4", |
| "9" |
| ], |
| "predicted_codes": [ |
| "31D14", |
| "31D15", |
| "42B742", |
| "98", |
| "98C(CLOELIA)68" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D14\", \"31D15\", \"42B742\", \"98\", \"98C(CLOELIA)68\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.5248813559322034, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 454, |
| "gt_codes": [ |
| "45B", |
| "45C19(SHIELD)", |
| "25G41", |
| "44A31", |
| "46C131" |
| ], |
| "predicted_codes": [ |
| "46C131", |
| "48A9875", |
| "45C221", |
| "45D21", |
| "46C13185" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46C131\", \"48A9875\", \"45C221\", \"45D21\", \"46C13185\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.5052757793764987, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 455, |
| "gt_codes": [ |
| "25G3", |
| "31A235", |
| "46A7" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "46A71", |
| "49B2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"46A71\", \"49B2\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.6182078853046595, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 456, |
| "gt_codes": [ |
| "11P3151", |
| "25I2" |
| ], |
| "predicted_codes": [ |
| "25H114", |
| "25I" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H114\", \"25I\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.35625, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 457, |
| "gt_codes": [ |
| "35" |
| ], |
| "predicted_codes": [ |
| "43C728" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"43C728\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 458, |
| "gt_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "61B(+52)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "61B(+52)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+52)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 459, |
| "gt_codes": [ |
| "86(DRACHMAM INUENIT)" |
| ], |
| "predicted_codes": [ |
| "86(DRACHMAN INUENIT)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"86(DRACHMAN INUENIT)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 460, |
| "gt_codes": [ |
| "25H213", |
| "25I12", |
| "46C21" |
| ], |
| "predicted_codes": [ |
| "25H11", |
| "25H213", |
| "46C2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"25H213\", \"46C2\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.7472605790645881, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 461, |
| "gt_codes": [ |
| "48C8421" |
| ], |
| "predicted_codes": [ |
| "45C13(SWORD)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45C13(SWORD)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.19, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 462, |
| "gt_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 463, |
| "gt_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(E)", |
| "49L12(S)" |
| ], |
| "predicted_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(E)", |
| "49L12(F)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(E)\", \"49L12(F)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.8, |
| "code_recall": 0.8 |
| }, |
| { |
| "index": 464, |
| "gt_codes": [ |
| "44B1" |
| ], |
| "predicted_codes": [ |
| "45C2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45C2\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.20000000000000004, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 465, |
| "gt_codes": [ |
| "31A(+89)", |
| "31A2225", |
| "31D15", |
| "41A761", |
| "61B(+55)" |
| ], |
| "predicted_codes": [ |
| "31A(+89)", |
| "31D15", |
| "41A761", |
| "41C323", |
| "61B(+55)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A(+89)\", \"31D15\", \"41A761\", \"41C323\", \"61B(+55)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.8966778149386846, |
| "code_precision": 0.8, |
| "code_recall": 0.8 |
| }, |
| { |
| "index": 466, |
| "gt_codes": [ |
| "31A231", |
| "31D112", |
| "33A3", |
| "34B11", |
| "48C51", |
| "48C5111", |
| "48C514(+414)", |
| "48C5142", |
| "48C5152", |
| "48C5153" |
| ], |
| "predicted_codes": [ |
| "34B11", |
| "41A2", |
| "41A711", |
| "48C51", |
| "48C511", |
| "48C5111", |
| "48C514(+414)", |
| "48C5151", |
| "48C5152", |
| "49M32" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"34B11\", \"41A2\", \"41A711\", \"48C51\", \"48C511\", \"48C5111\", \"48C514(+414)\", \"48C5151\", \"48C5152\", \"49M32\"]}", |
| "valid_json": true, |
| "valid_code_count": 10, |
| "total_predicted": 10, |
| "exact_match": false, |
| "hierarchical_f1": 0.7432486545576859, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 467, |
| "gt_codes": [ |
| "31A233", |
| "71", |
| "71F311", |
| "71F3111", |
| "71F314" |
| ], |
| "predicted_codes": [ |
| "11G", |
| "25F39(DOVE)", |
| "48C7352", |
| "73", |
| "73D641" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11G\", \"25F39(DOVE)\", \"48C7352\", \"73\", \"73D641\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.10621848739495798, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 468, |
| "gt_codes": [ |
| "31A2245(+933):25G411", |
| "31A235", |
| "31A2421", |
| "31D15:61BB", |
| "41A541", |
| "41A711", |
| "41A772", |
| "41C37", |
| "41D221(TIPMUTS)", |
| "48C161", |
| "49M32", |
| "61B(+54)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "25G41(ROSE)", |
| "25H", |
| "31A235", |
| "31A2421", |
| "31D15:61BB", |
| "41A422", |
| "41A711", |
| "41A772", |
| "41C37", |
| "48C161", |
| "49M32", |
| "61B(+54)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G41(ROSE)\", \"25H\", \"31A235\", \"31A2421\", \"31D15:61BB\", \"41A422\", \"41A711\", \"41A772\", \"41C37\", \"48C161\", \"49M32\", \"61B(+54)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 13, |
| "total_predicted": 13, |
| "exact_match": false, |
| "hierarchical_f1": 0.8590659340659341, |
| "code_precision": 0.7692307692307693, |
| "code_recall": 0.7692307692307693 |
| }, |
| { |
| "index": 469, |
| "gt_codes": [ |
| "92D1916", |
| "48C161", |
| "59B32", |
| "25H11", |
| "48A98211", |
| "46C112" |
| ], |
| "predicted_codes": [ |
| "11G23", |
| "48C16", |
| "92D1916", |
| "45A20", |
| "48A9876", |
| "48A9831" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11G23\", \"48C16\", \"92D1916\", \"45A20\", \"48A9876\", \"48A9831\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.5454295016278488, |
| "code_precision": 0.16666666666666666, |
| "code_recall": 0.16666666666666666 |
| }, |
| { |
| "index": 470, |
| "gt_codes": [ |
| "25F37(STORK)", |
| "25G21(ORANGE)", |
| "41A7751:25G21", |
| "41C653(ORANGE)", |
| "46B31", |
| "47I1421", |
| "5(+1)", |
| "92B11221", |
| "92D1916" |
| ], |
| "predicted_codes": [ |
| "12EE13", |
| "12FF13", |
| "26A", |
| "47I15(SICKLE)", |
| "48C7352", |
| "48C75", |
| "92D1916", |
| "92L1", |
| "92M1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"12EE13\", \"12FF13\", \"26A\", \"47I15(SICKLE)\", \"48C7352\", \"48C75\", \"92D1916\", \"92L1\", \"92M1\"]}", |
| "valid_json": true, |
| "valid_code_count": 9, |
| "total_predicted": 9, |
| "exact_match": false, |
| "hierarchical_f1": 0.34499910538557876, |
| "code_precision": 0.1111111111111111, |
| "code_recall": 0.1111111111111111 |
| }, |
| { |
| "index": 471, |
| "gt_codes": [ |
| "25I9", |
| "42E3722", |
| "48C149(+7242)", |
| "71G113" |
| ], |
| "predicted_codes": [ |
| "12B61", |
| "71C3194", |
| "71C3195", |
| "71C3198" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"12B61\", \"71C3194\", \"71C3195\", \"71C3198\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.14250000000000002, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 472, |
| "gt_codes": [ |
| "31A2422", |
| "31A5341", |
| "46A122", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "31A5341", |
| "41D222(RABAT)", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31A5341\", \"41D222(RABAT)\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.8666666666666667, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 473, |
| "gt_codes": [ |
| "25I1", |
| "31D14", |
| "46C24", |
| "25H13", |
| "31D15", |
| "46C232" |
| ], |
| "predicted_codes": [ |
| "25I1", |
| "46C232", |
| "25H213", |
| "25G3", |
| "46C11", |
| "46C131" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46C232\", \"25H213\", \"25G3\", \"46C11\", \"46C131\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.6171599999999999, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 474, |
| "gt_codes": [ |
| "48C524" |
| ], |
| "predicted_codes": [ |
| "48C7532" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48C7532\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.57, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 475, |
| "gt_codes": [ |
| "11D", |
| "11D351", |
| "11Q2", |
| "31B6214", |
| "44G321(CROSS)", |
| "45B", |
| "45C11(SPEAR)", |
| "45C22", |
| "73D3522", |
| "73D82(CROWN OF THORNS)" |
| ], |
| "predicted_codes": [ |
| "31A25(+915)", |
| "41D268", |
| "44G321(CROSS)", |
| "73", |
| "73D3522", |
| "73D82(CROWN OF THORNS)", |
| "73D82(LANCE)", |
| "73D82(NAILS)", |
| "73D82(PALM BRANCH)", |
| "73D82(SPONGE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A25(+915)\", \"41D268\", \"44G321(CROSS)\", \"73\", \"73D3522\", \"73D82(CROWN OF THORNS)\", \"73D82(LANCE)\", \"73D82(NAILS)\", \"73D82(PALM BRANCH)\", \"73D82(SPONGE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 10, |
| "total_predicted": 10, |
| "exact_match": false, |
| "hierarchical_f1": 0.5279932829554995, |
| "code_precision": 0.3, |
| "code_recall": 0.3 |
| }, |
| { |
| "index": 476, |
| "gt_codes": [ |
| "31D14", |
| "48C75", |
| "46C131", |
| "48CC7352" |
| ], |
| "predicted_codes": [ |
| "31D14", |
| "46C131", |
| "45C221", |
| "48A987" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D14\", \"46C131\", \"45C221\", \"48A987\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.6667415730337078, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 477, |
| "gt_codes": [ |
| "73D71" |
| ], |
| "predicted_codes": [ |
| "73D55" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73D55\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.6, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 478, |
| "gt_codes": [ |
| "31A(+926)", |
| "31B1", |
| "56DD11" |
| ], |
| "predicted_codes": [ |
| "11H(ANTONY ABBOT)35", |
| "42B74", |
| "98B(CYRUS)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H(ANTONY ABBOT)35\", \"42B74\", \"98B(CYRUS)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 479, |
| "gt_codes": [ |
| "31A2421", |
| "31D12", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.9056265018880878, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 480, |
| "gt_codes": [ |
| "73B64" |
| ], |
| "predicted_codes": [ |
| "73C8645" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73C8645\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.38, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 481, |
| "gt_codes": [ |
| "73B25" |
| ], |
| "predicted_codes": [ |
| "73B25" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73B25\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 482, |
| "gt_codes": [ |
| "73C72" |
| ], |
| "predicted_codes": [ |
| "73C4" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73C4\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.57, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 483, |
| "gt_codes": [ |
| "45D311", |
| "32B33", |
| "61B2(FONDUK MUSTAFA PASCHA)11" |
| ], |
| "predicted_codes": [ |
| "41D221(TURBAN)", |
| "61B2(MUSTAFA <Osmanisches Reich, Pascha>)11", |
| "45C9" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41D221(TURBAN)\", \"61B2(MUSTAFA <Osmanisches Reich, Pascha>)11\", \"45C9\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.4910810810810811, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 484, |
| "gt_codes": [ |
| "11H(BAVO)32" |
| ], |
| "predicted_codes": [ |
| "73F22369" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73F22369\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 485, |
| "gt_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(D)" |
| ], |
| "predicted_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(D)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(D)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 486, |
| "gt_codes": [ |
| "25H15", |
| "25H213", |
| "46C1112", |
| "46C14", |
| "46C2", |
| "47I2112" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "25H17:41D422", |
| "25I", |
| "41A1", |
| "46C1112", |
| "46C2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H17:41D422\", \"25I\", \"41A1\", \"46C1112\", \"46C2\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.6641198501872659, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 487, |
| "gt_codes": [ |
| "31A2422", |
| "31D15:61BB", |
| "61B(+52)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "31D15:61BB", |
| "61B(+52)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D15:61BB\", \"61B(+52)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.96375, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 488, |
| "gt_codes": [ |
| "31D15", |
| "73F14", |
| "73F2231" |
| ], |
| "predicted_codes": [ |
| "41D2", |
| "71F8531", |
| "71F8532" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41D2\", \"71F8531\", \"71F8532\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.13164556962025317, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 489, |
| "gt_codes": [ |
| "25F22", |
| "25F35(PARROT)", |
| "41A16", |
| "48C7323", |
| "48C7351", |
| "48C75", |
| "48C755" |
| ], |
| "predicted_codes": [ |
| "25F3", |
| "41A6", |
| "41C12", |
| "48C7311", |
| "48C7323", |
| "48C7351", |
| "48C75" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"41A6\", \"41C12\", \"48C7311\", \"48C7323\", \"48C7351\", \"48C75\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.8131162557249515, |
| "code_precision": 0.42857142857142855, |
| "code_recall": 0.42857142857142855 |
| }, |
| { |
| "index": 490, |
| "gt_codes": [ |
| "25G41(ROSE)", |
| "25G41(TULIP)", |
| "41A671", |
| "41A772", |
| "41C7111" |
| ], |
| "predicted_codes": [ |
| "23D41", |
| "25G3(+22)", |
| "25H17", |
| "25I", |
| "46C11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"23D41\", \"25G3(+22)\", \"25H17\", \"25I\", \"46C11\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.34497391304347824, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 491, |
| "gt_codes": [ |
| "31A2211", |
| "31A233", |
| "31D14" |
| ], |
| "predicted_codes": [ |
| "11Q2", |
| "31A2421", |
| "31D15" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q2\", \"31A2421\", \"31D15\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.6356902356902356, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 492, |
| "gt_codes": [ |
| "71C1131", |
| "71C1181" |
| ], |
| "predicted_codes": [ |
| "73C13", |
| "73E425" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73C13\", \"73E425\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.19, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 493, |
| "gt_codes": [ |
| "45A20", |
| "92D1916" |
| ], |
| "predicted_codes": [ |
| "48A9876", |
| "92D1916" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48A9876\", \"92D1916\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.595, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 494, |
| "gt_codes": [ |
| "73C63" |
| ], |
| "predicted_codes": [ |
| "73C422" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73C422\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.57, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 495, |
| "gt_codes": [ |
| "25F3", |
| "25F32(FINCH)", |
| "25F36(GULL)", |
| "25F38(PHEASANT)", |
| "25H14", |
| "41A12", |
| "46C21", |
| "46C223" |
| ], |
| "predicted_codes": [ |
| "25F3", |
| "25F3(+4712)", |
| "25F36(DUCK)", |
| "25H11", |
| "25I5", |
| "41A12", |
| "46C24", |
| "47D31" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"25F3(+4712)\", \"25F36(DUCK)\", \"25H11\", \"25I5\", \"41A12\", \"46C24\", \"47D31\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.819756838905775, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 496, |
| "gt_codes": [ |
| "31B13", |
| "31E2345", |
| "71F1544", |
| "72A" |
| ], |
| "predicted_codes": [ |
| "31E23621", |
| "45C13(SWORD)", |
| "71H879", |
| "72A" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31E23621\", \"45C13(SWORD)\", \"71H879\", \"72A\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.6025283505154638, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 497, |
| "gt_codes": [ |
| "71", |
| "71A611" |
| ], |
| "predicted_codes": [ |
| "71", |
| "71A423" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"71\", \"71A423\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.8000000000000002, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 498, |
| "gt_codes": [ |
| "21D" |
| ], |
| "predicted_codes": [ |
| "48C24" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48C24\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 499, |
| "gt_codes": [ |
| "25I1", |
| "25H213", |
| "23O13", |
| "73C7112" |
| ], |
| "predicted_codes": [ |
| "25I1", |
| "25H13", |
| "46C24", |
| "46C232" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I1\", \"25H13\", \"46C24\", \"46C232\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.41600299401197594, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 500, |
| "gt_codes": [ |
| "86(DE KLUIZENAAR. AFGESCHEIDEN, VAN'T QUAAD)", |
| "11Q331", |
| "59AA1", |
| "11M31" |
| ], |
| "predicted_codes": [ |
| "86(DE LIEFDE IS EEN VREEDENMAAKSTER)", |
| "31D16", |
| "57A6", |
| "52B5" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"86(DE LIEFDE IS EEN VREEDENMAAKSTER)\", \"31D16\", \"57A6\", \"52B5\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.3194941634241245, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 501, |
| "gt_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(D)" |
| ], |
| "predicted_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(D)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(D)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 502, |
| "gt_codes": [ |
| "31A2421", |
| "31A534", |
| "41A7212", |
| "48B3:61B", |
| "61B(+54)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "31A24(+1)", |
| "31A534", |
| "31D16", |
| "61B(+54)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A24(+1)\", \"31A534\", \"31D16\", \"61B(+54)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.7664443712969059, |
| "code_precision": 0.5714285714285714, |
| "code_recall": 0.5714285714285714 |
| }, |
| { |
| "index": 503, |
| "gt_codes": [ |
| "22C4(GOLD)", |
| "22C4(RED)", |
| "25F23(LION)(+12)", |
| "25F23(LION)(+154)", |
| "25F23(LION)(+561)", |
| "25H1", |
| "44B191", |
| "61D(BRITAIN)", |
| "86(SIC PACEM HABEMUS)" |
| ], |
| "predicted_codes": [ |
| "25F23(LION)(+1)", |
| "25F23(LION)(+5245)", |
| "25F23(LION)(+561)", |
| "44B191", |
| "44B610:5(+113)", |
| "44B611", |
| "57A6(+4):44B1212", |
| "86(AMICITIAE SIGNUM)", |
| "92D1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F23(LION)(+1)\", \"25F23(LION)(+5245)\", \"25F23(LION)(+561)\", \"44B191\", \"44B610:5(+113)\", \"44B611\", \"57A6(+4):44B1212\", \"86(AMICITIAE SIGNUM)\", \"92D1\"]}", |
| "valid_json": true, |
| "valid_code_count": 9, |
| "total_predicted": 9, |
| "exact_match": false, |
| "hierarchical_f1": 0.6619949706621961, |
| "code_precision": 0.2222222222222222, |
| "code_recall": 0.2222222222222222 |
| }, |
| { |
| "index": 504, |
| "gt_codes": [ |
| "25G4(STRAWBERRY)" |
| ], |
| "predicted_codes": [ |
| "25G4(Stachelbeere)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(Stachelbeere)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 505, |
| "gt_codes": [ |
| "11C15", |
| "31B11", |
| "41A773", |
| "41A777", |
| "47I1421", |
| "71F641", |
| "71F655(+0)", |
| "71F657" |
| ], |
| "predicted_codes": [ |
| "12A423", |
| "31AA539", |
| "41C6(+1)", |
| "47I213", |
| "47I221", |
| "47I2211", |
| "71B33221", |
| "71B332211" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"12A423\", \"31AA539\", \"41C6(+1)\", \"47I213\", \"47I221\", \"47I2211\", \"71B33221\", \"71B332211\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.40611579754601224, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 506, |
| "gt_codes": [ |
| "41A221", |
| "41A33", |
| "42F51" |
| ], |
| "predicted_codes": [ |
| "41A2", |
| "41C74(+1)", |
| "48C5142" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A2\", \"41C74(+1)\", \"48C5142\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.478125, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 507, |
| "gt_codes": [ |
| "31A72", |
| "31F2" |
| ], |
| "predicted_codes": [ |
| "31A54", |
| "31F26" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A54\", \"31F26\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.6799999999999999, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 508, |
| "gt_codes": [ |
| "31A2421", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 509, |
| "gt_codes": [ |
| "73D351" |
| ], |
| "predicted_codes": [ |
| "73D352" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73D352\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.9, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 510, |
| "gt_codes": [ |
| "11G", |
| "41B311", |
| "41C321", |
| "48C24", |
| "49L73" |
| ], |
| "predicted_codes": [ |
| "11G", |
| "26A", |
| "48C162", |
| "73D9", |
| "73E791" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11G\", \"26A\", \"48C162\", \"73D9\", \"73E791\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.36366756032171577, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 511, |
| "gt_codes": [ |
| "73C864", |
| "73C86463" |
| ], |
| "predicted_codes": [ |
| "47B1814", |
| "47I2271" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"47B1814\", \"47I2271\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 512, |
| "gt_codes": [ |
| "31A2422", |
| "31D15:61BB", |
| "41D221(VLEUGELMUTS)", |
| "41D222(RUFF)", |
| "41D2661", |
| "61B(+52)" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "31D15:61BB", |
| "41D221(CAP)", |
| "41D222(RUFF)", |
| "61B(+52)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D15:61BB\", \"41D221(CAP)\", \"41D222(RUFF)\", \"61B(+52)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.943901147396293, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 513, |
| "gt_codes": [ |
| "23D43", |
| "23T27(GEORGIAN)", |
| "23T27(XIX)", |
| "23T27(XVIII)", |
| "31A235", |
| "31A5341", |
| "31B19", |
| "31D1(+79)", |
| "31D111", |
| "31D112", |
| "31D14", |
| "31D15", |
| "33A5", |
| "41A17", |
| "41A2", |
| "41A711", |
| "41A712", |
| "41A721", |
| "41A773", |
| "41C11" |
| ], |
| "predicted_codes": [ |
| "11P3", |
| "11Q7612", |
| "23T24", |
| "23T25", |
| "25I141", |
| "31A235", |
| "31D1(+79)", |
| "31D112", |
| "31D14", |
| "31D15", |
| "31E2382", |
| "31F26", |
| "41A191", |
| "41A2", |
| "41A711", |
| "41A721", |
| "41C11", |
| "41C12", |
| "41C27(POT)", |
| "41C31" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11P3\", \"11Q7612\", \"23T24\", \"23T25\", \"25I141\", \"31A235\", \"31D1(+79)\", \"31D112\", \"31D14\", \"31D15\", \"31E2382\", \"31F26\", \"41A191\", \"41A2\", \"41A711\", \"41A721\", \"41C11\", \"41C12\", \"41C27(POT)\", \"41C31\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.7638054106910038, |
| "code_precision": 0.45, |
| "code_recall": 0.45 |
| }, |
| { |
| "index": 514, |
| "gt_codes": [ |
| "86(GEBRECHEN MACHT KUNSTREICH)", |
| "25I1", |
| "61E(WISMAR)", |
| "95A(ERICHTHONIUS)", |
| "31A4153", |
| "46C1422", |
| "31A4", |
| "55BB1", |
| "52A42" |
| ], |
| "predicted_codes": [ |
| "86(DEBRECHEN MACHT R\u00dcNSTREICH)", |
| "25I1", |
| "61E(WISMAR)", |
| "46C13141", |
| "46C1442", |
| "46A122(...)1", |
| "46C1442", |
| "46C1442", |
| "46C1442" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"86(DEBRECHEN MACHT R\\u00dcNSTREICH)\", \"25I1\", \"61E(WISMAR)\", \"46C13141\", \"46C1442\", \"46A122(...)1\", \"46C1442\", \"46C1442\", \"46C1442\"]}", |
| "valid_json": true, |
| "valid_code_count": 9, |
| "total_predicted": 9, |
| "exact_match": false, |
| "hierarchical_f1": 0.5762886597938144, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.2222222222222222 |
| }, |
| { |
| "index": 515, |
| "gt_codes": [ |
| "41C26131", |
| "41C68" |
| ], |
| "predicted_codes": [ |
| "41A775", |
| "43C113" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A775\", \"43C113\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.32571428571428573, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 516, |
| "gt_codes": [ |
| "25I", |
| "31A231", |
| "31A2422", |
| "61B(+55)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A231", |
| "45B", |
| "61B(+55)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A231\", \"45B\", \"61B(+55)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.7659849918433932, |
| "code_precision": 0.6, |
| "code_recall": 0.6 |
| }, |
| { |
| "index": 517, |
| "gt_codes": [ |
| "31A511", |
| "41A2", |
| "48A9863" |
| ], |
| "predicted_codes": [ |
| "41A2", |
| "48C5142:48C533", |
| "61B(+2)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A2\", \"48C5142:48C533\", \"61B(+2)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.45999999999999996, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 518, |
| "gt_codes": [ |
| "25I2", |
| "25H213", |
| "25F6", |
| "43C128", |
| "46C232", |
| "46C112", |
| "47D31" |
| ], |
| "predicted_codes": [ |
| "25I1", |
| "46C232", |
| "25H213", |
| "46A14", |
| "43C128", |
| "47D31", |
| "43C128(+416)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46C232\", \"25H213\", \"46A14\", \"43C128\", \"47D31\", \"43C128(+416)\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.8262521588946459, |
| "code_precision": 0.5714285714285714, |
| "code_recall": 0.5714285714285714 |
| }, |
| { |
| "index": 519, |
| "gt_codes": [ |
| "31A(+89)", |
| "31D17", |
| "41D28", |
| "96", |
| "96A1821" |
| ], |
| "predicted_codes": [ |
| "11D", |
| "31A(+89)", |
| "41A2", |
| "71", |
| "71P4122" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11D\", \"31A(+89)\", \"41A2\", \"71\", \"71P4122\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.3094012738853503, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 520, |
| "gt_codes": [ |
| "11H(IGNATIUS OF ANTIOCH)", |
| "11I5" |
| ], |
| "predicted_codes": [ |
| "11H(SIGNATUS)", |
| "11P3113" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H(SIGNATUS)\", \"11P3113\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.69, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 521, |
| "gt_codes": [ |
| "25G13", |
| "25H11", |
| "25H15", |
| "25H213", |
| "25H217", |
| "25I5", |
| "41A771:31A2774", |
| "41A773:31A2774", |
| "51I4(+4):52B5112(+4)", |
| "54DD51(+4)", |
| "83(ERASMUS, Adagiorum chiliades I i 32)", |
| "86(ALIQUID MALI PROPTER VICINUM MALUM)" |
| ], |
| "predicted_codes": [ |
| "25H114", |
| "26A", |
| "31D90", |
| "41A771:31A2774", |
| "41C27(POT)", |
| "41C27(POT)(+0):31E238(+0)", |
| "41C692(SALT)", |
| "41C692(SUGAR)", |
| "41C692(VINEGAR)", |
| "54AA43(+4)", |
| "54F12(+4)", |
| "86(NEC SIBI NEC ALTERI)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H114\", \"26A\", \"31D90\", \"41A771:31A2774\", \"41C27(POT)\", \"41C27(POT)(+0):31E238(+0)\", \"41C692(SALT)\", \"41C692(SUGAR)\", \"41C692(VINEGAR)\", \"54AA43(+4)\", \"54F12(+4)\", \"86(NEC SIBI NEC ALTERI)\"]}", |
| "valid_json": true, |
| "valid_code_count": 12, |
| "total_predicted": 12, |
| "exact_match": false, |
| "hierarchical_f1": 0.533642866307416, |
| "code_precision": 0.08333333333333333, |
| "code_recall": 0.08333333333333333 |
| }, |
| { |
| "index": 522, |
| "gt_codes": [ |
| "23O42", |
| "24D1(SCORPIUS)", |
| "25F715" |
| ], |
| "predicted_codes": [ |
| "25F716(LOBSTER)", |
| "49L7", |
| "83(ANON., Physiognomonia)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F716(LOBSTER)\", \"49L7\", \"83(ANON., Physiognomonia)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.3522935779816514, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 523, |
| "gt_codes": [ |
| "25H", |
| "25I", |
| "46C513" |
| ], |
| "predicted_codes": [ |
| "25H", |
| "46C13142", |
| "47I213" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H\", \"46C13142\", \"47I213\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.6215508021390375, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 524, |
| "gt_codes": [ |
| "31A2422", |
| "31A534", |
| "31A5341", |
| "41D222(RUFF)", |
| "45B", |
| "45C22:41D222(HALSBERG)", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "31A534", |
| "31A5341", |
| "41D222(RUFF)", |
| "41D2659(SASH)", |
| "45C22:41D222(HALSBERG)", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31A534\", \"31A5341\", \"41D222(RUFF)\", \"41D2659(SASH)\", \"45C22:41D222(HALSBERG)\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 9, |
| "total_predicted": 9, |
| "exact_match": false, |
| "hierarchical_f1": 0.9517541812524309, |
| "code_precision": 0.8888888888888888, |
| "code_recall": 0.8888888888888888 |
| }, |
| { |
| "index": 525, |
| "gt_codes": [ |
| "25H213", |
| "46C21", |
| "46C24" |
| ], |
| "predicted_codes": [ |
| "25H13", |
| "46C232", |
| "46C24" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H13\", \"46C232\", \"46C24\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.7832765957446808, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 526, |
| "gt_codes": [ |
| "25G3(+351)", |
| "31A61", |
| "41A1", |
| "41C32(+0)", |
| "43C114", |
| "43C1147", |
| "46C13141" |
| ], |
| "predicted_codes": [ |
| "25G3(+351)", |
| "25I", |
| "46C13141", |
| "46C13185", |
| "46C14", |
| "46C1411", |
| "46C1422" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3(+351)\", \"25I\", \"46C13141\", \"46C13185\", \"46C14\", \"46C1411\", \"46C1422\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.5311016516260855, |
| "code_precision": 0.2857142857142857, |
| "code_recall": 0.2857142857142857 |
| }, |
| { |
| "index": 527, |
| "gt_codes": [ |
| "25F26(HARE)", |
| "25F38(PARTRIDGE)", |
| "34B11", |
| "34B12", |
| "43C113" |
| ], |
| "predicted_codes": [ |
| "25F36(DUCK)", |
| "34B11", |
| "41A7751", |
| "43C113", |
| "43C114" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F36(DUCK)\", \"34B11\", \"41A7751\", \"43C113\", \"43C114\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.8078121137206429, |
| "code_precision": 0.4, |
| "code_recall": 0.4 |
| }, |
| { |
| "index": 528, |
| "gt_codes": [ |
| "11P311", |
| "11P31131", |
| "11Q71455", |
| "92I71181" |
| ], |
| "predicted_codes": [ |
| "12A53", |
| "12B61", |
| "98B(HERACLITUS)51", |
| "98B(PARMEENIDES)51" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"12A53\", \"12B61\", \"98B(HERACLITUS)51\", \"98B(PARMEENIDES)51\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.19, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 529, |
| "gt_codes": [ |
| "25G41(ERYSIMUM CHEIRI)", |
| "25G41(ROSE)", |
| "25G41(TULIP)", |
| "25G41(WALLFLOWER)", |
| "41A671", |
| "41A774" |
| ], |
| "predicted_codes": [ |
| "25F711(BUTTERFLY)", |
| "25G41(ROSE)", |
| "25G41(TULIP)", |
| "41A671", |
| "41A773", |
| "41C323" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F711(BUTTERFLY)\", \"25G41(ROSE)\", \"25G41(TULIP)\", \"41A671\", \"41A773\", \"41C323\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.8699432892249528, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 530, |
| "gt_codes": [ |
| "25G21(LEMON)", |
| "25G21(POMEGRANATE)", |
| "25G41(ROSE)", |
| "41A774", |
| "41C323", |
| "41C653(LEMON)", |
| "47I4223" |
| ], |
| "predicted_codes": [ |
| "25G21(LEMON)", |
| "41A77", |
| "41C323", |
| "41C621", |
| "41C653(LEMON)", |
| "41D2659(FRINGE)", |
| "47I4223" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G21(LEMON)\", \"41A77\", \"41C323\", \"41C621\", \"41C653(LEMON)\", \"41D2659(FRINGE)\", \"47I4223\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.8911340500972208, |
| "code_precision": 0.5714285714285714, |
| "code_recall": 0.5714285714285714 |
| }, |
| { |
| "index": 531, |
| "gt_codes": [ |
| "11F4", |
| "11F4112", |
| "11F723", |
| "25G41(LILY)", |
| "25H", |
| "31A2421", |
| "41A4231", |
| "41D221", |
| "73", |
| "73B64" |
| ], |
| "predicted_codes": [ |
| "11F4", |
| "25G3(PALM-TREE)", |
| "25H", |
| "25I2", |
| "31A2422", |
| "41A7751:25G21", |
| "41D2664", |
| "48C161", |
| "61B(+53)", |
| "73" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11F4\", \"25G3(PALM-TREE)\", \"25H\", \"25I2\", \"31A2422\", \"41A7751:25G21\", \"41D2664\", \"48C161\", \"61B(+53)\", \"73\"]}", |
| "valid_json": true, |
| "valid_code_count": 10, |
| "total_predicted": 10, |
| "exact_match": false, |
| "hierarchical_f1": 0.6949363831308077, |
| "code_precision": 0.3, |
| "code_recall": 0.3 |
| }, |
| { |
| "index": 532, |
| "gt_codes": [ |
| "11F4", |
| "11F41", |
| "11F715", |
| "25G41(VIOLET)", |
| "25H", |
| "31A2422", |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "11F4", |
| "25G41(LILY)", |
| "31A2421", |
| "31D112", |
| "48C24:61B(+52)", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11F4\", \"25G41(LILY)\", \"31A2421\", \"31D112\", \"48C24:61B(+52)\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.7503787878787879, |
| "code_precision": 0.2857142857142857, |
| "code_recall": 0.2857142857142857 |
| }, |
| { |
| "index": 533, |
| "gt_codes": [ |
| "31A231", |
| "31A2422", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "31A5331", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31A5331\", \"61B(+53)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.9357264957264956, |
| "code_precision": 0.8, |
| "code_recall": 0.8 |
| }, |
| { |
| "index": 534, |
| "gt_codes": [ |
| "81(Anonymus,Wolfdietrich)", |
| "46C514" |
| ], |
| "predicted_codes": [ |
| "11Q331", |
| "46A5" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q331\", \"46A5\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.19, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 535, |
| "gt_codes": [ |
| "47I15(SCYTHE)" |
| ], |
| "predicted_codes": [ |
| "47I213" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"47I213\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.57, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 536, |
| "gt_codes": [ |
| "83(OVID, Metamorphoses)" |
| ], |
| "predicted_codes": [ |
| "83(OVID, Metamorphoses)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"83(OVID, Metamorphoses)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 537, |
| "gt_codes": [ |
| "25H112(+1)" |
| ], |
| "predicted_codes": [ |
| "25H(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.57, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 538, |
| "gt_codes": [ |
| "31A53421", |
| "49B43", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D16", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D16\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.7500797872340426, |
| "code_precision": 0.6, |
| "code_recall": 0.6 |
| }, |
| { |
| "index": 539, |
| "gt_codes": [ |
| "47I421" |
| ], |
| "predicted_codes": [ |
| "71E3243" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"71E3243\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 540, |
| "gt_codes": [ |
| "31A2421", |
| "31D13", |
| "61B(+52)" |
| ], |
| "predicted_codes": [ |
| "31D15:61BB", |
| "41D26611", |
| "61B(+52)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D15:61BB\", \"41D26611\", \"61B(+52)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.6438290598290598, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 541, |
| "gt_codes": [ |
| "61B(+2)", |
| "61B(+52)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "61B(+52)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.6666666666666666, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 542, |
| "gt_codes": [ |
| "49G6222" |
| ], |
| "predicted_codes": [ |
| "31A25" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A25\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 543, |
| "gt_codes": [ |
| "25H1121", |
| "25I5", |
| "45C16(CANNON)", |
| "45K13", |
| "52E3", |
| "54A44", |
| "71Z(Maccabees 1:8)", |
| "86(CONSILIO ET PATIENTIA)" |
| ], |
| "predicted_codes": [ |
| "25H11", |
| "31A2746(+0)", |
| "41D2664", |
| "49L8", |
| "54E31(+4)", |
| "54EE31(+4)", |
| "57B11(+4)", |
| "86(CONSILIO ET PATIENTIA)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"31A2746(+0)\", \"41D2664\", \"49L8\", \"54E31(+4)\", \"54EE31(+4)\", \"57B11(+4)\", \"86(CONSILIO ET PATIENTIA)\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.40124902647975075, |
| "code_precision": 0.125, |
| "code_recall": 0.125 |
| }, |
| { |
| "index": 544, |
| "gt_codes": [ |
| "25H112", |
| "45B", |
| "45C16(RIFLE)" |
| ], |
| "predicted_codes": [ |
| "45C16(RIFLE)", |
| "45D312", |
| "48C7351" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45C16(RIFLE)\", \"45D312\", \"48C7351\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.48962711864406777, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 545, |
| "gt_codes": [ |
| "31A22210", |
| "31D14", |
| "49G2(+0)", |
| "57A6", |
| "86(DAER HEBDY 'T AL)" |
| ], |
| "predicted_codes": [ |
| "31A2746", |
| "31B623591", |
| "31D14", |
| "41C12", |
| "86(DAER HEBDY'T AL)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2746\", \"31B623591\", \"31D14\", \"41C12\", \"86(DAER HEBDY'T AL)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.6257006369426752, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 546, |
| "gt_codes": [ |
| "71P422" |
| ], |
| "predicted_codes": [ |
| "71P432" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"71P432\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.8000000000000002, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 547, |
| "gt_codes": [ |
| "46A14", |
| "46C13141(+75247)", |
| "46C1411", |
| "46C1422", |
| "46C1442" |
| ], |
| "predicted_codes": [ |
| "25H", |
| "46C13141(+75247)", |
| "46C13185", |
| "46C1411", |
| "46C1442" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H\", \"46C13141(+75247)\", \"46C13185\", \"46C1411\", \"46C1442\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.8216767922235723, |
| "code_precision": 0.6, |
| "code_recall": 0.6 |
| }, |
| { |
| "index": 548, |
| "gt_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(N)" |
| ], |
| "predicted_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(N)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(N)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 549, |
| "gt_codes": [ |
| "25H11", |
| "47I21", |
| "47I221" |
| ], |
| "predicted_codes": [ |
| "25H114", |
| "47I2112", |
| "47I221" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H114\", \"47I2112\", \"47I221\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.9033333333333333, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 550, |
| "gt_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(Z)" |
| ], |
| "predicted_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(Z)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(Z)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 551, |
| "gt_codes": [ |
| "49M3" |
| ], |
| "predicted_codes": [ |
| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M3\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 552, |
| "gt_codes": [ |
| "73B24(+0)" |
| ], |
| "predicted_codes": [ |
| "73B65" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73B65\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.6, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 553, |
| "gt_codes": [ |
| "25F716(LOBSTER)", |
| "25G21(LEMON)", |
| "25G21(PEACH)", |
| "41C323", |
| "41C341", |
| "41C37", |
| "41C621", |
| "41C653(LEMON)", |
| "41C653(PEACH)", |
| "47I4223" |
| ], |
| "predicted_codes": [ |
| "25F716(LOBSTER)", |
| "25G21(MELON)", |
| "41C323", |
| "41C341", |
| "41C37", |
| "41C653", |
| "41C653(LEMON)", |
| "41D2659(FRINGE)", |
| "47I4223", |
| "48A9875:25G21(+15)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F716(LOBSTER)\", \"25G21(MELON)\", \"41C323\", \"41C341\", \"41C37\", \"41C653\", \"41C653(LEMON)\", \"41D2659(FRINGE)\", \"47I4223\", \"48A9875:25G21(+15)\"]}", |
| "valid_json": true, |
| "valid_code_count": 10, |
| "total_predicted": 10, |
| "exact_match": false, |
| "hierarchical_f1": 0.9143821448013064, |
| "code_precision": 0.6, |
| "code_recall": 0.6 |
| }, |
| { |
| "index": 554, |
| "gt_codes": [ |
| "11Q713", |
| "11Q7131(CHOIR SCREEN)", |
| "11Q72", |
| "25I", |
| "31D112", |
| "41B311" |
| ], |
| "predicted_codes": [ |
| "11Q713", |
| "25I", |
| "41B311", |
| "48C162", |
| "49M32", |
| "49N" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q713\", \"25I\", \"41B311\", \"48C162\", \"49M32\", \"49N\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.6750278030532808, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 555, |
| "gt_codes": [ |
| "25I", |
| "25I1", |
| "25I142:25G3", |
| "43B42" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "25I1", |
| "25I142:25G3", |
| "46C11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25I1\", \"25I142:25G3\", \"46C11\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.6705772811918063, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 556, |
| "gt_codes": [ |
| "25L1", |
| "49D22" |
| ], |
| "predicted_codes": [ |
| "49D22", |
| "11P315(PAUL)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49D22\", \"11P315(PAUL)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.5, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 557, |
| "gt_codes": [ |
| "31A534", |
| "31A5341", |
| "41D212(+43)", |
| "41D212(TABBAARD)", |
| "41D222(RUFF)", |
| "41D224(+81)", |
| "49K(+3)", |
| "61B2(MERULA, PAULUS)11" |
| ], |
| "predicted_codes": [ |
| "41D212", |
| "41D223(JERKIN)", |
| "45C22", |
| "46A122(HEES, PAULUS VAN)1", |
| "49B43(+3)", |
| "61B2(HEES, PAULUS VAN)11(+52)", |
| "61E(DORDRECHT)", |
| "61F(ST.-JACOBSCAPPEL)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41D212\", \"41D223(JERKIN)\", \"45C22\", \"46A122(HEES, PAULUS VAN)1\", \"49B43(+3)\", \"61B2(HEES, PAULUS VAN)11(+52)\", \"61E(DORDRECHT)\", \"61F(ST.-JACOBSCAPPEL)\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.5969667013527575, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 558, |
| "gt_codes": [ |
| "31AA2513(+931)", |
| "41B32(+2)", |
| "41D221(HAT)", |
| "45C13(SWORD)", |
| "86(HELPE, OR ELSE I DYE)", |
| "86(NON SUFFULTA PEREO)" |
| ], |
| "predicted_codes": [ |
| "86(NON SUFFULTA PEREO)", |
| "45C13(SWORD)", |
| "41B32", |
| "47I15(PITCHFORK)", |
| "54E43", |
| "54EE4" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"86(NON SUFFULTA PEREO)\", \"45C13(SWORD)\", \"41B32\", \"47I15(PITCHFORK)\", \"54E43\", \"54EE4\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.616358839050132, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 559, |
| "gt_codes": [ |
| "25I241", |
| "41A16" |
| ], |
| "predicted_codes": [ |
| "11Q712", |
| "46C131" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q712\", \"46C131\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.095, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 560, |
| "gt_codes": [ |
| "11I62(SOLOMON)34", |
| "49B24", |
| "49B2521", |
| "49L12(P)", |
| "49L171", |
| "49LL72", |
| "71Y1(Prov. 1:8)" |
| ], |
| "predicted_codes": [ |
| "11I62(DAVID)34", |
| "49L12(I)", |
| "49L171", |
| "49LL71", |
| "71X1(Ps. 85)1", |
| "73D313", |
| "73D314" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11I62(DAVID)34\", \"49L12(I)\", \"49L171\", \"49LL71\", \"71X1(Ps. 85)1\", \"73D313\", \"73D314\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.6959718969555035, |
| "code_precision": 0.14285714285714285, |
| "code_recall": 0.14285714285714285 |
| }, |
| { |
| "index": 561, |
| "gt_codes": [ |
| "25F24(STAG)", |
| "46A122", |
| "48A98211", |
| "48A98311", |
| "48A9875", |
| "44B191", |
| "45C221", |
| "31A224", |
| "48A98313" |
| ], |
| "predicted_codes": [ |
| "25F3", |
| "46A122", |
| "48A9875", |
| "45C221", |
| "48A9876", |
| "48A9831", |
| "48A98783", |
| "48A9832", |
| "48A9833" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"46A122\", \"48A9875\", \"45C221\", \"48A9876\", \"48A9831\", \"48A98783\", \"48A9832\", \"48A9833\"]}", |
| "valid_json": true, |
| "valid_code_count": 9, |
| "total_predicted": 9, |
| "exact_match": false, |
| "hierarchical_f1": 0.809571113748093, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 562, |
| "gt_codes": [ |
| "25G3(+32)", |
| "26F1", |
| "47I4(+8932)", |
| "57A76(+4)", |
| "86(SI TEMPUS FAVEBIT)" |
| ], |
| "predicted_codes": [ |
| "25G3(OAK)(+1)", |
| "47I86(+0)", |
| "51D4(+4):54A4(+4)", |
| "54E4(+4)", |
| "86(NEC FLEXITUR NEC FRANGITUR)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3(OAK)(+1)\", \"47I86(+0)\", \"51D4(+4):54A4(+4)\", \"54E4(+4)\", \"86(NEC FLEXITUR NEC FRANGITUR)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.5909983079526226, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 563, |
| "gt_codes": [ |
| "24A6", |
| "25H17", |
| "31A332(+0)", |
| "47I2112(+9459)", |
| "47I2112(+94591)", |
| "86(SO REIN WIE AUF WELLEN)" |
| ], |
| "predicted_codes": [ |
| "24A", |
| "25H17", |
| "47I2111(+934)", |
| "51D4:51AA4", |
| "86(SO REIN WIE AUFZUWELEN)", |
| "92B1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"24A\", \"25H17\", \"47I2111(+934)\", \"51D4:51AA4\", \"86(SO REIN WIE AUFZUWELEN)\", \"92B1\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.6564205256570713, |
| "code_precision": 0.16666666666666666, |
| "code_recall": 0.16666666666666666 |
| }, |
| { |
| "index": 564, |
| "gt_codes": [ |
| "25H21", |
| "41A7751", |
| "46C1111", |
| "47I221", |
| "49G361" |
| ], |
| "predicted_codes": [ |
| "25H11", |
| "46C13142", |
| "47I2112", |
| "47I213", |
| "47I221" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C13142\", \"47I2112\", \"47I213\", \"47I221\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.6478562874251498, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 565, |
| "gt_codes": [ |
| "47I2112" |
| ], |
| "predicted_codes": [ |
| "47I2112" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"47I2112\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 566, |
| "gt_codes": [ |
| "31A2421", |
| "31A5341", |
| "61B(+51)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.9362879040319894, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 567, |
| "gt_codes": [ |
| "11H", |
| "23R14", |
| "31D15", |
| "34B11", |
| "41B16", |
| "41B33", |
| "45B", |
| "73", |
| "73D331" |
| ], |
| "predicted_codes": [ |
| "31A2542", |
| "31B6235", |
| "33A35", |
| "41C74(+1)", |
| "41D221(HAT)", |
| "48C7311", |
| "48C7351", |
| "48C75", |
| "61B(+55)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2542\", \"31B6235\", \"33A35\", \"41C74(+1)\", \"41D221(HAT)\", \"48C7311\", \"48C7351\", \"48C75\", \"61B(+55)\"]}", |
| "valid_json": true, |
| "valid_code_count": 9, |
| "total_predicted": 9, |
| "exact_match": false, |
| "hierarchical_f1": 0.20807769208797489, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 568, |
| "gt_codes": [ |
| "61B2(WILLEM I, prins van Oranje-Nassau)11" |
| ], |
| "predicted_codes": [ |
| "45C2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45C2\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 569, |
| "gt_codes": [ |
| "24A6", |
| "25H23", |
| "31A2764", |
| "52BB41(+4)", |
| "56DD2(+4)", |
| "86(CAVETE AB INCERTIS)", |
| "95A(ICARUS)681" |
| ], |
| "predicted_codes": [ |
| "24A6", |
| "25F(+342)", |
| "25H112", |
| "25H23", |
| "92D18(DART)", |
| "92D18(QUIVER)", |
| "86(AMORIS PERICULUM)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"24A6\", \"25F(+342)\", \"25H112\", \"25H23\", \"92D18(DART)\", \"92D18(QUIVER)\", \"86(AMORIS PERICULUM)\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.5247986322188449, |
| "code_precision": 0.2857142857142857, |
| "code_recall": 0.2857142857142857 |
| }, |
| { |
| "index": 570, |
| "gt_codes": [ |
| "73C721" |
| ], |
| "predicted_codes": [ |
| "73C422" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73C422\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.6, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 571, |
| "gt_codes": [ |
| "61B(+2)" |
| ], |
| "predicted_codes": [ |
| "61B(+2)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"61B(+2)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 572, |
| "gt_codes": [ |
| "48C7322", |
| "48C7325", |
| "48C75", |
| "52A6", |
| "59C2" |
| ], |
| "predicted_codes": [ |
| "48C91", |
| "48C93", |
| "48C94", |
| "48C97", |
| "61B2(LEONARDUS, VAN)11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48C91\", \"48C93\", \"48C94\", \"48C97\", \"61B2(LEONARDUS, VAN)11\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.40347826086956523, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 573, |
| "gt_codes": [ |
| "11(+5)", |
| "11(+5):61B", |
| "11F4", |
| "11FF4221", |
| "11H", |
| "11H(ADRIAN)", |
| "11HH(BARBARA)" |
| ], |
| "predicted_codes": [ |
| "11(+5):61B", |
| "11H", |
| "11HH(BARBARA)", |
| "11HH(CATHERINE)", |
| "42D3", |
| "73B8", |
| "73B81" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11(+5):61B\", \"11H\", \"11HH(BARBARA)\", \"11HH(CATHERINE)\", \"42D3\", \"73B8\", \"73B81\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.6754309085597429, |
| "code_precision": 0.42857142857142855, |
| "code_recall": 0.42857142857142855 |
| }, |
| { |
| "index": 574, |
| "gt_codes": [ |
| "31D14", |
| "31D15", |
| "45D311", |
| "41D221(HAT)", |
| "31A235", |
| "46D3" |
| ], |
| "predicted_codes": [ |
| "31D14", |
| "31D15", |
| "49N", |
| "44C312", |
| "44B04", |
| "44F7" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D14\", \"31D15\", \"49N\", \"44C312\", \"44B04\", \"44F7\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.4794212962962963, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 575, |
| "gt_codes": [ |
| "33A13", |
| "44B421" |
| ], |
| "predicted_codes": [ |
| "43A(+2)", |
| "45F1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"43A(+2)\", \"45F1\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.12666666666666665, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 576, |
| "gt_codes": [ |
| "25G21(CHERRY)", |
| "25G21(HAZELNUT)", |
| "25G21(MELON)", |
| "25G21(PEACH)", |
| "25G41(CARNATION)", |
| "25G41(CONVOLVULUS)", |
| "25G41(DAGSCONE)", |
| "25G41(ROSE)", |
| "41A774", |
| "41C653(PEACH)", |
| "47I4223" |
| ], |
| "predicted_codes": [ |
| "25F711(BUTTERFLY)", |
| "25G21(CHERRY)", |
| "25G21(MELON)", |
| "25G21(PEACH)", |
| "25G41(CARNATION)", |
| "25G41(CONVOLVULUS)", |
| "25G41(DAGSCONE)", |
| "25G41(ROSE)", |
| "41A671", |
| "41C37", |
| "47I4223" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F711(BUTTERFLY)\", \"25G21(CHERRY)\", \"25G21(MELON)\", \"25G21(PEACH)\", \"25G41(CARNATION)\", \"25G41(CONVOLVULUS)\", \"25G41(DAGSCONE)\", \"25G41(ROSE)\", \"41A671\", \"41C37\", \"47I4223\"]}", |
| "valid_json": true, |
| "valid_code_count": 11, |
| "total_predicted": 11, |
| "exact_match": false, |
| "hierarchical_f1": 0.8954775954268855, |
| "code_precision": 0.7272727272727273, |
| "code_recall": 0.7272727272727273 |
| }, |
| { |
| "index": 577, |
| "gt_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(P)" |
| ], |
| "predicted_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(P)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(P)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 578, |
| "gt_codes": [ |
| "25I1", |
| "31D15", |
| "31E3", |
| "41A1", |
| "46C14" |
| ], |
| "predicted_codes": [ |
| "25I", |
| "31D14", |
| "31D15", |
| "34B11", |
| "46C14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I\", \"31D14\", \"31D15\", \"34B11\", \"46C14\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.6682444113263785, |
| "code_precision": 0.4, |
| "code_recall": 0.4 |
| }, |
| { |
| "index": 579, |
| "gt_codes": [ |
| "25G3", |
| "25H114", |
| "25I", |
| "41A1", |
| "46C11" |
| ], |
| "predicted_codes": [ |
| "25H114", |
| "25I", |
| "47D31", |
| "47I21", |
| "47I221" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H114\", \"25I\", \"47D31\", \"47I21\", \"47I221\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.5353955223880598, |
| "code_precision": 0.4, |
| "code_recall": 0.4 |
| }, |
| { |
| "index": 580, |
| "gt_codes": [ |
| "43B31", |
| "48C7521" |
| ], |
| "predicted_codes": [ |
| "41A3911", |
| "46C52" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A3911\", \"46C52\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.20000000000000004, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 581, |
| "gt_codes": [ |
| "86(DER TAUBEN-NARR)", |
| "31A235", |
| "31B8", |
| "41A36", |
| "34B2311", |
| "25F39(DOVE)(+5262)", |
| "54AA1", |
| "46A170", |
| "54BB4" |
| ], |
| "predicted_codes": [ |
| "86(DER TAUBEN NARR)", |
| "25F39(TURTLE DOVE)(+4712)", |
| "25F39(TURTLE DOVE)(+5262)", |
| "41A36", |
| "41A361", |
| "43C7144(+0)", |
| "43C71441", |
| "57AA6131", |
| "57BB13" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"86(DER TAUBEN NARR)\", \"25F39(TURTLE DOVE)(+4712)\", \"25F39(TURTLE DOVE)(+5262)\", \"41A36\", \"41A361\", \"43C7144(+0)\", \"43C71441\", \"57AA6131\", \"57BB13\"]}", |
| "valid_json": true, |
| "valid_code_count": 9, |
| "total_predicted": 9, |
| "exact_match": false, |
| "hierarchical_f1": 0.48581233762310444, |
| "code_precision": 0.1111111111111111, |
| "code_recall": 0.1111111111111111 |
| }, |
| { |
| "index": 582, |
| "gt_codes": [ |
| "92D1916", |
| "92B58(CADUCEUS)", |
| "41D92", |
| "46A122", |
| "48C5142", |
| "46B311", |
| "45C16(CANNON)", |
| "44D4", |
| "25F37(CRANE)", |
| "48C7352", |
| "44A3" |
| ], |
| "predicted_codes": [ |
| "45C22", |
| "92D1916", |
| "48A9875", |
| "44B1", |
| "45C13(SWORD)", |
| "45C16(CANNON)", |
| "45C16(RIFLE)", |
| "45C16(PISTOL)", |
| "45C16(MUSKET)", |
| "45C16(BOW AND ARROW)", |
| "61B2(PITS, William)11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45C22\", \"92D1916\", \"48A9875\", \"44B1\", \"45C13(SWORD)\", \"45C16(CANNON)\", \"45C16(RIFLE)\", \"45C16(PISTOL)\", \"45C16(MUSKET)\", \"45C16(BOW AND ARROW)\", \"61B2(PITS, William)11\"]}", |
| "valid_json": true, |
| "valid_code_count": 11, |
| "total_predicted": 11, |
| "exact_match": false, |
| "hierarchical_f1": 0.5328013679110858, |
| "code_precision": 0.18181818181818182, |
| "code_recall": 0.18181818181818182 |
| }, |
| { |
| "index": 583, |
| "gt_codes": [ |
| "41A7751", |
| "92D1916" |
| ], |
| "predicted_codes": [ |
| "49M43", |
| "92D1916" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M43\", \"92D1916\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.595, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 584, |
| "gt_codes": [ |
| "46A7" |
| ], |
| "predicted_codes": [ |
| "46A33" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A33\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.57, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 585, |
| "gt_codes": [ |
| "31A231", |
| "31A2421", |
| "31D15:61BB", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "31A2421", |
| "31D15:61BB", |
| "61B(+54)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A2421\", \"31D15:61BB\", \"61B(+54)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.9800000000000001, |
| "code_precision": 0.6, |
| "code_recall": 0.6 |
| }, |
| { |
| "index": 586, |
| "gt_codes": [ |
| "25F23(PANTHER)", |
| "25F42(+343)", |
| "25F6(+621)", |
| "31A4542(+23)", |
| "43C1(+41614)", |
| "43C1(+4163)", |
| "47I214(+9351)", |
| "57AA621(+1)", |
| "86(DECEIT)", |
| "86(INGANNO)" |
| ], |
| "predicted_codes": [ |
| "25F42", |
| "31A27631(+921)", |
| "31D14", |
| "41D283", |
| "43C1(+415)", |
| "43C111261", |
| "43C1147", |
| "54E31(+4)", |
| "86(DECEIT)", |
| "92L7" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F42\", \"31A27631(+921)\", \"31D14\", \"41D283\", \"43C1(+415)\", \"43C111261\", \"43C1147\", \"54E31(+4)\", \"86(DECEIT)\", \"92L7\"]}", |
| "valid_json": true, |
| "valid_code_count": 10, |
| "total_predicted": 10, |
| "exact_match": false, |
| "hierarchical_f1": 0.6432917628945343, |
| "code_precision": 0.1, |
| "code_recall": 0.1 |
| }, |
| { |
| "index": 587, |
| "gt_codes": [ |
| "25F6(+63)", |
| "25H213", |
| "25I3", |
| "86(MIT DIESEN NUN GAR ANDERS)" |
| ], |
| "predicted_codes": [ |
| "25F63", |
| "25H191", |
| "25I3", |
| "86(MIT DIESEN NUN GANZ ANDERS)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F63\", \"25H191\", \"25I3\", \"86(MIT DIESEN NUN GANZ ANDERS)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.8399999999999999, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 588, |
| "gt_codes": [ |
| "86(DREY ST\u00c4NDE/ DARINNEN DIE WELT BESTEHET)", |
| "25A13", |
| "46A14", |
| "46A124", |
| "11P3113", |
| "11C12", |
| "55C2", |
| "45C13(SWORD)", |
| "49MM32", |
| "47I15(FLAIL)", |
| "51A5", |
| "11A23" |
| ], |
| "predicted_codes": [ |
| "86(DREY ST\u00c4NDE, DARINNEN DIE WELT BESTEHET)", |
| "31D14", |
| "45C13(SWORD)", |
| "49MM32", |
| "44B1", |
| "44G13", |
| "47I15(PLOUGH)", |
| "25A13", |
| "25H114", |
| "25F3(+342)", |
| "54E31", |
| "54EE3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"86(DREY ST\\u00c4NDE, DARINNEN DIE WELT BESTEHET)\", \"31D14\", \"45C13(SWORD)\", \"49MM32\", \"44B1\", \"44G13\", \"47I15(PLOUGH)\", \"25A13\", \"25H114\", \"25F3(+342)\", \"54E31\", \"54EE3\"]}", |
| "valid_json": true, |
| "valid_code_count": 12, |
| "total_predicted": 12, |
| "exact_match": false, |
| "hierarchical_f1": 0.5110127267803956, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 589, |
| "gt_codes": [ |
| "49E39311(PHIAL)", |
| "49E39312(RETORT)", |
| "49E3932", |
| "49E3952(DISTILLATION)", |
| "49E81" |
| ], |
| "predicted_codes": [ |
| "41A775", |
| "49E3932(RECEPTACULUM)", |
| "49E3932(RETORT)", |
| "49E3932(SPHAGNUM)", |
| "49E81" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A775\", \"49E3932(RECEPTACULUM)\", \"49E3932(RETORT)\", \"49E3932(SPHAGNUM)\", \"49E81\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.8865182686902753, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 590, |
| "gt_codes": [ |
| "48A9871", |
| "49L17" |
| ], |
| "predicted_codes": [ |
| "48A9831", |
| "48C75" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48A9831\", \"48C75\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.5915966386554623, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 591, |
| "gt_codes": [ |
| "45C22", |
| "32B33(TURKS)", |
| "92D1916", |
| "48A9877", |
| "45C19(SHIELD)", |
| "46C2711", |
| "61B2(KOLUMBUS, Christoph)11" |
| ], |
| "predicted_codes": [ |
| "25F3", |
| "46C24", |
| "11G1911", |
| "48A9876", |
| "48C5156", |
| "61B2(COLUMBUS, Christoph)11", |
| "49E1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"46C24\", \"11G1911\", \"48A9876\", \"48C5156\", \"61B2(COLUMBUS, Christoph)11\", \"49E1\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.45745486962335635, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 592, |
| "gt_codes": [ |
| "46C13142", |
| "31D17" |
| ], |
| "predicted_codes": [ |
| "31A45", |
| "46C13142" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A45\", \"46C13142\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.7, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 593, |
| "gt_codes": [ |
| "25H2314", |
| "25I1", |
| "46C112:47G52", |
| "47I21", |
| "47I228" |
| ], |
| "predicted_codes": [ |
| "25H", |
| "34B11", |
| "46C112:47G52", |
| "46C13141", |
| "46C14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H\", \"34B11\", \"46C112:47G52\", \"46C13141\", \"46C14\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.5326408839779005, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 594, |
| "gt_codes": [ |
| "49H3", |
| "83(OGILBY, America)" |
| ], |
| "predicted_codes": [ |
| "49H3", |
| "83(OGILBY, America)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49H3\", \"83(OGILBY, America)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 595, |
| "gt_codes": [ |
| "49M42", |
| "49M3" |
| ], |
| "predicted_codes": [ |
| "49M431", |
| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M431\", \"49M3\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.88, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 596, |
| "gt_codes": [ |
| "25F36(GULL)", |
| "25H23", |
| "26A", |
| "41A775" |
| ], |
| "predicted_codes": [ |
| "25H13", |
| "26C", |
| "46C232", |
| "46C24" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H13\", \"26C\", \"46C232\", \"46C24\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.37190635451505016, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 597, |
| "gt_codes": [ |
| "25F(+342):25F(+154)", |
| "25F42(+154)", |
| "25F42(+57321)", |
| "25G13", |
| "25G21(+154)", |
| "25H114", |
| "25I12", |
| "41D221(HAT)(+81)", |
| "44B192", |
| "92B11221", |
| "92B58(CADUCEUS)", |
| "92B58(PETASUS)", |
| "52D3(+4)", |
| "54F1(+4)", |
| "54F12(+4)", |
| "57A6(+4)" |
| ], |
| "predicted_codes": [ |
| "25F3(+5262)", |
| "25G21", |
| "25H18", |
| "47I1421", |
| "47I149", |
| "47I422", |
| "47I4221", |
| "47I4222", |
| "48A984", |
| "48C70", |
| "48CC7352", |
| "48CC7525", |
| "54E31(+4)", |
| "54EE31(+4)", |
| "57AA6122(+4)", |
| "86(UTILE DULCI)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3(+5262)\", \"25G21\", \"25H18\", \"47I1421\", \"47I149\", \"47I422\", \"47I4221\", \"47I4222\", \"48A984\", \"48C70\", \"48CC7352\", \"48CC7525\", \"54E31(+4)\", \"54EE31(+4)\", \"57AA6122(+4)\", \"86(UTILE DULCI)\"]}", |
| "valid_json": true, |
| "valid_code_count": 16, |
| "total_predicted": 16, |
| "exact_match": false, |
| "hierarchical_f1": 0.36709847844463245, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 598, |
| "gt_codes": [ |
| "11F61", |
| "11H(JOSEPH)", |
| "11HH(ANNA)" |
| ], |
| "predicted_codes": [ |
| "11H(ANTONY ABBOT)52", |
| "48C7323", |
| "96A5(FORTUNA)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H(ANTONY ABBOT)52\", \"48C7323\", \"96A5(FORTUNA)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.4406779661016949, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 599, |
| "gt_codes": [ |
| "25H11(+1)" |
| ], |
| "predicted_codes": [ |
| "25I9" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I9\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.38, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 600, |
| "gt_codes": [ |
| "31A235", |
| "31AA235", |
| "41A44(+411)", |
| "48A9821", |
| "48A9875", |
| "92D1916", |
| "92L41" |
| ], |
| "predicted_codes": [ |
| "41A44", |
| "48C24", |
| "92B5", |
| "92D1916", |
| "92L3", |
| "92M1", |
| "92N1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A44\", \"48C24\", \"92B5\", \"92D1916\", \"92L3\", \"92M1\", \"92N1\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.5244397381594146, |
| "code_precision": 0.14285714285714285, |
| "code_recall": 0.14285714285714285 |
| }, |
| { |
| "index": 601, |
| "gt_codes": [ |
| "49M41", |
| "49M3" |
| ], |
| "predicted_codes": [ |
| "49M41", |
| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M41\", \"49M3\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 602, |
| "gt_codes": [ |
| "49G4" |
| ], |
| "predicted_codes": [ |
| "25I14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I14\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 603, |
| "gt_codes": [ |
| "11H(...)7", |
| "11HH(...)7" |
| ], |
| "predicted_codes": [ |
| "11HH", |
| "73B8" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11HH\", \"73B8\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.6108949416342412, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 604, |
| "gt_codes": [ |
| "11A23", |
| "11R3", |
| "25F(+342):25F(+154)", |
| "25F42(+154)", |
| "25G11", |
| "25G13", |
| "25H1124", |
| "25H114", |
| "31A2512(+933)", |
| "31A2515(+931)", |
| "31AA2515(+931)", |
| "31A2516(+933)", |
| "31A25552", |
| "31A2711", |
| "31A2753", |
| "31B6212", |
| "31D14", |
| "41A777", |
| "41D211(+81)", |
| "41D221(HAT)(+81)" |
| ], |
| "predicted_codes": [ |
| "13A34", |
| "25F(+342)", |
| "25G11", |
| "25H11", |
| "25H16", |
| "25I12", |
| "26A", |
| "31A2321", |
| "31A2352", |
| "31A2512(+933)", |
| "31A2515(+933)", |
| "31A2621(+53)", |
| "31A2711", |
| "31A534", |
| "31D14", |
| "41D211(+81)", |
| "41D221(+81)", |
| "41D233(+81)", |
| "46C232", |
| "46C24" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"13A34\", \"25F(+342)\", \"25G11\", \"25H11\", \"25H16\", \"25I12\", \"26A\", \"31A2321\", \"31A2352\", \"31A2512(+933)\", \"31A2515(+933)\", \"31A2621(+53)\", \"31A2711\", \"31A534\", \"31D14\", \"41D211(+81)\", \"41D221(+81)\", \"41D233(+81)\", \"46C232\", \"46C24\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.7522190405046482, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 605, |
| "gt_codes": [ |
| "25F" |
| ], |
| "predicted_codes": [ |
| "25F" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 606, |
| "gt_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 607, |
| "gt_codes": [ |
| "11P3111", |
| "44B194", |
| "61B2(INNOZENZ <Papst, 8>)11" |
| ], |
| "predicted_codes": [ |
| "11P3112", |
| "46A122", |
| "61B2(INNOZENZ <Papst, 8>)11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11P3112\", \"46A122\", \"61B2(INNOZENZ <Papst, 8>)11\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.7166666666666667, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 608, |
| "gt_codes": [ |
| "43A1" |
| ], |
| "predicted_codes": [ |
| "43A(+2)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"43A(+2)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.57, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 609, |
| "gt_codes": [ |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "31D112:61B2(...)1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D112:61B2(...)1\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 610, |
| "gt_codes": [ |
| "31D13", |
| "41A23", |
| "41AA11", |
| "44B113", |
| "49G2", |
| "98B(ANTIOCHUS I)61" |
| ], |
| "predicted_codes": [ |
| "31A511", |
| "41AA11", |
| "42D3", |
| "71", |
| "71H815", |
| "71H8152" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A511\", \"41AA11\", \"42D3\", \"71\", \"71H815\", \"71H8152\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.31492790500424084, |
| "code_precision": 0.16666666666666666, |
| "code_recall": 0.16666666666666666 |
| }, |
| { |
| "index": 611, |
| "gt_codes": [ |
| "25G22(ONION)", |
| "33A14", |
| "41C12", |
| "43C9", |
| "46A14", |
| "48C7354", |
| "48C75" |
| ], |
| "predicted_codes": [ |
| "31A254", |
| "31D16", |
| "34B11", |
| "41C12", |
| "41C74(+1)", |
| "48C7351", |
| "49G2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A254\", \"31D16\", \"34B11\", \"41C12\", \"41C74(+1)\", \"48C7351\", \"49G2\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.47499033297529536, |
| "code_precision": 0.14285714285714285, |
| "code_recall": 0.14285714285714285 |
| }, |
| { |
| "index": 612, |
| "gt_codes": [ |
| "25H113", |
| "25H23", |
| "25H2311", |
| "25I12", |
| "25I5", |
| "26A", |
| "31A2513(+933)", |
| "31A2515", |
| "31A25552", |
| "31A4527(+23)", |
| "31A534", |
| "31B6211", |
| "43C1(+41621)", |
| "92H4", |
| "23T0", |
| "48C901", |
| "49K1(+55)", |
| "51K1(+4)", |
| "52A42(+4)", |
| "52A44" |
| ], |
| "predicted_codes": [ |
| "25F(+342):31A2255", |
| "25H11", |
| "25H13", |
| "25H23", |
| "25I12", |
| "26A", |
| "31A2321", |
| "31A247", |
| "31A2513(+933)", |
| "31A2515(+933)", |
| "31A2621(+53)", |
| "31A441(+41)", |
| "31AA2515(+933)", |
| "31B6212", |
| "31D14", |
| "41D27", |
| "45C15(ARROW)", |
| "45C15(BOW)", |
| "45C23", |
| "92H3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F(+342):31A2255\", \"25H11\", \"25H13\", \"25H23\", \"25I12\", \"26A\", \"31A2321\", \"31A247\", \"31A2513(+933)\", \"31A2515(+933)\", \"31A2621(+53)\", \"31A441(+41)\", \"31AA2515(+933)\", \"31B6212\", \"31D14\", \"41D27\", \"45C15(ARROW)\", \"45C15(BOW)\", \"45C23\", \"92H3\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.6277113248710828, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 613, |
| "gt_codes": [ |
| "25I" |
| ], |
| "predicted_codes": [ |
| "25I" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 614, |
| "gt_codes": [ |
| "11D", |
| "31A235", |
| "31A2422", |
| "31A25", |
| "61B(+55)" |
| ], |
| "predicted_codes": [ |
| "11D", |
| "31A2422", |
| "31A25(+915)", |
| "61B(+55)", |
| "73" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11D\", \"31A2422\", \"31A25(+915)\", \"61B(+55)\", \"73\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.869406392694064, |
| "code_precision": 0.6, |
| "code_recall": 0.6 |
| }, |
| { |
| "index": 615, |
| "gt_codes": [ |
| "11P31521", |
| "11P3154", |
| "31A" |
| ], |
| "predicted_codes": [ |
| "11P31521", |
| "47I131", |
| "11H(ANTONY ABBOT)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11P31521\", \"47I131\", \"11H(ANTONY ABBOT)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.5332216298552931, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 616, |
| "gt_codes": [ |
| "25F711(BEE)(+53)", |
| "45C221", |
| "47I242(+0)", |
| "47I243(+953)", |
| "31A22611", |
| "45A1", |
| "45A10", |
| "45A2", |
| "45A20", |
| "45A231", |
| "47I2421" |
| ], |
| "predicted_codes": [ |
| "25F711(BEE)(+53)", |
| "45C221", |
| "46A122(...)1", |
| "48A984", |
| "48A9854", |
| "48AA98311", |
| "54E31(+4)", |
| "54EE31(+4)", |
| "57A6(+4)", |
| "61B2(ANDR\u00d3SIO, Juan de)3", |
| "98B(ALEXANDER THE GREAT)3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F711(BEE)(+53)\", \"45C221\", \"46A122(...)1\", \"48A984\", \"48A9854\", \"48AA98311\", \"54E31(+4)\", \"54EE31(+4)\", \"57A6(+4)\", \"61B2(ANDR\\u00d3SIO, Juan de)3\", \"98B(ALEXANDER THE GREAT)3\"]}", |
| "valid_json": true, |
| "valid_code_count": 11, |
| "total_predicted": 11, |
| "exact_match": false, |
| "hierarchical_f1": 0.3136624797910708, |
| "code_precision": 0.18181818181818182, |
| "code_recall": 0.18181818181818182 |
| }, |
| { |
| "index": 617, |
| "gt_codes": [ |
| "25F711(CATERPILLAR)", |
| "25F711(LADYBIRD)", |
| "25G41(CARNATION)", |
| "41A671" |
| ], |
| "predicted_codes": [ |
| "25G41(CARNATION)", |
| "41A671", |
| "41A773", |
| "48C162" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G41(CARNATION)\", \"41A671\", \"41A773\", \"48C162\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.6949640287769784, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 618, |
| "gt_codes": [ |
| "31A235", |
| "31A2422", |
| "49D36", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "45B", |
| "45C21", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"45B\", \"45C21\", \"61B(+53)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.7520115894039735, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 619, |
| "gt_codes": [ |
| "25I1" |
| ], |
| "predicted_codes": [ |
| "46B" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46B\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 620, |
| "gt_codes": [ |
| "31A2211", |
| "31D15:61BB", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "42D3", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"42D3\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.40726329442282744, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 621, |
| "gt_codes": [ |
| "22C31", |
| "31A4690", |
| "41A635", |
| "44A1(+4)(DORDRECHT)", |
| "48C244", |
| "49L8", |
| "49M32", |
| "61E(DORDRECHT)", |
| "92B11221", |
| "92F2911" |
| ], |
| "predicted_codes": [ |
| "24A6", |
| "31AA2726(+0)", |
| "48C901", |
| "48C910", |
| "48C910:5(+113)", |
| "48C910:5(+113):48C901", |
| "48C910:5(+113):48C902", |
| "48C910:5(+113):48C903", |
| "48C910:5(+113):48C904", |
| "48C910:5(+113):48C905" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"24A6\", \"31AA2726(+0)\", \"48C901\", \"48C910\", \"48C910:5(+113)\", \"48C910:5(+113):48C901\", \"48C910:5(+113):48C902\", \"48C910:5(+113):48C903\", \"48C910:5(+113):48C904\", \"48C910:5(+113):48C905\"]}", |
| "valid_json": true, |
| "valid_code_count": 10, |
| "total_predicted": 10, |
| "exact_match": false, |
| "hierarchical_f1": 0.3051770972037284, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 622, |
| "gt_codes": [ |
| "31A233", |
| "31A235", |
| "31A2543", |
| "31A5352", |
| "41A721", |
| "49G11", |
| "49G34", |
| "86(ZU MINDERN UND ZU MEHREN)" |
| ], |
| "predicted_codes": [ |
| "31A2543", |
| "31D14(+72)", |
| "41A721", |
| "46B311", |
| "49G211", |
| "49G212", |
| "51E11", |
| "86(ZU MINDERN UND ZU MEHREN)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2543\", \"31D14(+72)\", \"41A721\", \"46B311\", \"49G211\", \"49G212\", \"51E11\", \"86(ZU MINDERN UND ZU MEHREN)\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.6727504553734062, |
| "code_precision": 0.375, |
| "code_recall": 0.375 |
| }, |
| { |
| "index": 623, |
| "gt_codes": [ |
| "31A2422", |
| "31A311", |
| "61B(+51)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31D14", |
| "Q7" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31D14\", \"Q7\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.8150684931506849, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 624, |
| "gt_codes": [ |
| "25G4(LAURUS ALEXANDRINA GENNINA)", |
| "25G4(TRUE LAURELL OF ALEXANDRIA)", |
| "25G4(CHAMAEDAPHNE VERA DIOSCORIDIS)", |
| "25G4(TRUE DWARFE LAURELL OF DIOSCORIDES)" |
| ], |
| "predicted_codes": [ |
| "25G4(LAURUS SYLVESTRIS)", |
| "25G4(WILDE LAURELL)", |
| "25G4(LAURUS SYLVESTRIS MINOR)", |
| "25G4(SMALL WILDE LAURELL)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(LAURUS SYLVESTRIS)\", \"25G4(WILDE LAURELL)\", \"25G4(LAURUS SYLVESTRIS MINOR)\", \"25G4(SMALL WILDE LAURELL)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 625, |
| "gt_codes": [ |
| "25A4", |
| "45K13" |
| ], |
| "predicted_codes": [ |
| "25A3", |
| "45K13" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25A3\", \"45K13\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.8000000000000002, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 626, |
| "gt_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(N)" |
| ], |
| "predicted_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(N)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(N)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 627, |
| "gt_codes": [ |
| "25F26(RABBIT)", |
| "25F35(PEACOCK)", |
| "25F36(DUCK)", |
| "25H", |
| "31A(+89)", |
| "31D14", |
| "31D15", |
| "34B232(+51)", |
| "47I21111", |
| "47I214", |
| "71", |
| "71A422" |
| ], |
| "predicted_codes": [ |
| "25F3", |
| "25F36(DUCK)", |
| "25F37(HERON)", |
| "25F38(PHEASANT)", |
| "25G3(+211)", |
| "25H15", |
| "41A12", |
| "41C12", |
| "41D2632", |
| "47I2112", |
| "47I213", |
| "47I221" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"25F36(DUCK)\", \"25F37(HERON)\", \"25F38(PHEASANT)\", \"25G3(+211)\", \"25H15\", \"41A12\", \"41C12\", \"41D2632\", \"47I2112\", \"47I213\", \"47I221\"]}", |
| "valid_json": true, |
| "valid_code_count": 12, |
| "total_predicted": 12, |
| "exact_match": false, |
| "hierarchical_f1": 0.48565525975792195, |
| "code_precision": 0.08333333333333333, |
| "code_recall": 0.08333333333333333 |
| }, |
| { |
| "index": 628, |
| "gt_codes": [ |
| "43C3963" |
| ], |
| "predicted_codes": [ |
| "45H3(+2)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45H3(+2)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.19, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 629, |
| "gt_codes": [ |
| "73D415" |
| ], |
| "predicted_codes": [ |
| "73D41" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73D41\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.855, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 630, |
| "gt_codes": [ |
| "31A2245(+933):25G411", |
| "31A2422", |
| "31D13", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "31D13", |
| "31D15:61BB", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D13\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.9559832635983263, |
| "code_precision": 0.8, |
| "code_recall": 0.8 |
| }, |
| { |
| "index": 631, |
| "gt_codes": [ |
| "44G342" |
| ], |
| "predicted_codes": [ |
| "73F22359" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73F22359\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 632, |
| "gt_codes": [ |
| "22C8", |
| "25G3(+361)", |
| "25G3(+363)", |
| "25I3" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "25H114", |
| "47I84", |
| "49E2511" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H114\", \"47I84\", \"49E2511\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.4507537688442211, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 633, |
| "gt_codes": [ |
| "46C24:47K" |
| ], |
| "predicted_codes": [ |
| "46A151" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A151\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.38, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 634, |
| "gt_codes": [ |
| "31A71", |
| "41D2321" |
| ], |
| "predicted_codes": [ |
| "31A415", |
| "31D16" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A415\", \"31D16\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.35902597402597397, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 635, |
| "gt_codes": [ |
| "31A235", |
| "31A2421", |
| "61B(+54)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14", |
| "9" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\", \"9\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.840180637544274, |
| "code_precision": 0.4, |
| "code_recall": 0.4 |
| }, |
| { |
| "index": 636, |
| "gt_codes": [ |
| "25G22(Reuponticum)" |
| ], |
| "predicted_codes": [ |
| "25G4(Reispflanze)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(Reispflanze)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.57, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 637, |
| "gt_codes": [ |
| "25G4(THISTLE)" |
| ], |
| "predicted_codes": [ |
| "25G4(Endivie)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(Endivie)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 638, |
| "gt_codes": [ |
| "34B12", |
| "41C69" |
| ], |
| "predicted_codes": [ |
| "34B11", |
| "34B12" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"34B11\", \"34B12\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.6428571428571429, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 639, |
| "gt_codes": [ |
| "41C672" |
| ], |
| "predicted_codes": [ |
| "47I213" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"47I213\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.20000000000000004, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 640, |
| "gt_codes": [ |
| "31D15:61BB" |
| ], |
| "predicted_codes": [ |
| "31D15:61BB" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D15:61BB\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 641, |
| "gt_codes": [ |
| "11P3153(+0)", |
| "23R14", |
| "24B3", |
| "25F44", |
| "25F72(SNAIL)", |
| "41B33", |
| "42E141(+0)", |
| "44G591(+0)", |
| "86(NEC VIRTUS OBSCURA PETIT)", |
| "86(LET YOUR LIGHT SO SHINE, THAT MEN SEEING YOUR GOOD WORKES MAY GLORIFIE)" |
| ], |
| "predicted_codes": [ |
| "24A6", |
| "25F713(+4712)", |
| "25G3(LAUREL)(+27)", |
| "41C321", |
| "41D267", |
| "49M32", |
| "54E31(+4)", |
| "86(QUAE VIRTUS, QUAE FIDES?)", |
| "98B(CURTIUS,M.)68", |
| "98B(MARCUS CURTIUS)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"24A6\", \"25F713(+4712)\", \"25G3(LAUREL)(+27)\", \"41C321\", \"41D267\", \"49M32\", \"54E31(+4)\", \"86(QUAE VIRTUS, QUAE FIDES?)\", \"98B(CURTIUS,M.)68\", \"98B(MARCUS CURTIUS)\"]}", |
| "valid_json": true, |
| "valid_code_count": 10, |
| "total_predicted": 10, |
| "exact_match": false, |
| "hierarchical_f1": 0.4012195121951219, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 642, |
| "gt_codes": [ |
| "25FF", |
| "25FF62", |
| "92K1" |
| ], |
| "predicted_codes": [ |
| "25FF", |
| "48A9876", |
| "92H1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25FF\", \"48A9876\", \"92H1\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.5662921348314607, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 643, |
| "gt_codes": [ |
| "25H13" |
| ], |
| "predicted_codes": [ |
| "25H11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H11\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.8000000000000002, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 644, |
| "gt_codes": [ |
| "25G4(ARTEMISIA LEPTOPHYLLOS)" |
| ], |
| "predicted_codes": [ |
| "25G4(ARTEMISIA)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(ARTEMISIA)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 645, |
| "gt_codes": [ |
| "25I2", |
| "47I211", |
| "25H17", |
| "25H155", |
| "61E(KERSTLINGERODE)" |
| ], |
| "predicted_codes": [ |
| "46C13142", |
| "47I2112", |
| "47I2113", |
| "41A17", |
| "61E(KERNSLINGENRODE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46C13142\", \"47I2112\", \"47I2113\", \"41A17\", \"61E(KERNSLINGENRODE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.4764196560196559, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 646, |
| "gt_codes": [ |
| "24C12", |
| "92B1" |
| ], |
| "predicted_codes": [ |
| "11I2(JUPITER)", |
| "92B3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11I2(JUPITER)\", \"92B3\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.3, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 647, |
| "gt_codes": [ |
| "48B3", |
| "48C511" |
| ], |
| "predicted_codes": [ |
| "48C513", |
| "61B2(ROEMER, Jan)11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48C513\", \"61B2(ROEMER, Jan)11\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.5284403669724771, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 648, |
| "gt_codes": [ |
| "31A235", |
| "31A2422", |
| "31D13", |
| "31D15:61BB", |
| "46C1312", |
| "46C13141", |
| "61B(+55)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "31A24(+1)", |
| "31D15:61BB", |
| "46C1312", |
| "46C13141", |
| "61B(+55)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A24(+1)\", \"31D15:61BB\", \"46C1312\", \"46C13141\", \"61B(+55)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.9606986908440397, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 649, |
| "gt_codes": [ |
| "48A9861", |
| "94L322" |
| ], |
| "predicted_codes": [ |
| "94L331", |
| "95A(HERCULES)122" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"94L331\", \"95A(HERCULES)122\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.44245810055865925, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 650, |
| "gt_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(B)" |
| ], |
| "predicted_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(B)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(B)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 651, |
| "gt_codes": [ |
| "11V" |
| ], |
| "predicted_codes": [ |
| "73C8645" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73C8645\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 652, |
| "gt_codes": [ |
| "31A2422", |
| "31D15:61BB", |
| "61B(+52)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.8691821594565605, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 653, |
| "gt_codes": [ |
| "11Q731126", |
| "11Q7151" |
| ], |
| "predicted_codes": [ |
| "11P31521", |
| "49G8" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11P31521\", \"49G8\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.2533333333333333, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 654, |
| "gt_codes": [ |
| "25I9" |
| ], |
| "predicted_codes": [ |
| "25H1123" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H1123\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.38, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 655, |
| "gt_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(G)" |
| ], |
| "predicted_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(G)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(G)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 656, |
| "gt_codes": [ |
| "34B131", |
| "43C11481", |
| "45C15(ARROW)" |
| ], |
| "predicted_codes": [ |
| "41E2", |
| "47D8(KNIFE)", |
| "47I15" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41E2\", \"47D8(KNIFE)\", \"47I15\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.1554639175257732, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 657, |
| "gt_codes": [ |
| "25H", |
| "31D14", |
| "31D15", |
| "41A7751" |
| ], |
| "predicted_codes": [ |
| "31D15:61BB", |
| "42G:61B2(...)13", |
| "48C7352", |
| "61B(+55)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D15:61BB\", \"42G:61B2(...)13\", \"48C7352\", \"61B(+55)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.36922794117647056, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 658, |
| "gt_codes": [ |
| "25G4(MISTLETOE)" |
| ], |
| "predicted_codes": [ |
| "25G4(CHRISTOPHERS)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(CHRISTOPHERS)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 659, |
| "gt_codes": [ |
| "71F81", |
| "11Q7141" |
| ], |
| "predicted_codes": [ |
| "73A14", |
| "73B56" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73A14\", \"73B56\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.13333333333333333, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 660, |
| "gt_codes": [ |
| "41D221(HAT)", |
| "45B", |
| "45C13(SWORD)", |
| "61B(+55)" |
| ], |
| "predicted_codes": [ |
| "31A231", |
| "31D14", |
| "45C13(RAPIER)", |
| "61B(+55)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31D14\", \"45C13(RAPIER)\", \"61B(+55)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.5623632385120351, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 661, |
| "gt_codes": [ |
| "25I28", |
| "46C13142", |
| "47I221" |
| ], |
| "predicted_codes": [ |
| "25H1", |
| "46C13142(+75247)", |
| "46C513" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H1\", \"46C13142(+75247)\", \"46C513\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.5818696883852691, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 662, |
| "gt_codes": [ |
| "23K11(+1)", |
| "41C11", |
| "43C1422", |
| "43C9", |
| "48C85" |
| ], |
| "predicted_codes": [ |
| "23K1", |
| "41C691", |
| "43A122", |
| "43C7871", |
| "43C7872" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"23K1\", \"41C691\", \"43A122\", \"43C7871\", \"43C7872\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.5591357142857143, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 663, |
| "gt_codes": [ |
| "73C832", |
| "73C8321", |
| "73C8322" |
| ], |
| "predicted_codes": [ |
| "73D15", |
| "73D142", |
| "73D16" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73D15\", \"73D142\", \"73D16\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.3866666666666667, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 664, |
| "gt_codes": [ |
| "11Q713", |
| "25I" |
| ], |
| "predicted_codes": [ |
| "11Q713", |
| "48C75" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q713\", \"48C75\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.5, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 665, |
| "gt_codes": [ |
| "42G:61B2(...)13" |
| ], |
| "predicted_codes": [ |
| "61B(+2)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"61B(+2)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 666, |
| "gt_codes": [ |
| "46C24", |
| "25H13", |
| "25H2322", |
| "46C271", |
| "32B3311" |
| ], |
| "predicted_codes": [ |
| "25H13", |
| "46C24", |
| "25I1", |
| "48A9876", |
| "46C232" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H13\", \"46C24\", \"25I1\", \"48A9876\", \"46C232\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.674, |
| "code_precision": 0.4, |
| "code_recall": 0.4 |
| }, |
| { |
| "index": 667, |
| "gt_codes": [ |
| "25H", |
| "25I", |
| "41A16", |
| "48C145" |
| ], |
| "predicted_codes": [ |
| "25I", |
| "31A27112", |
| "41A16", |
| "41A6" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I\", \"31A27112\", \"41A16\", \"41A6\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.6449903100775193, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 668, |
| "gt_codes": [ |
| "11I62(HAGGAI)3", |
| "49L12(I)", |
| "49L171" |
| ], |
| "predicted_codes": [ |
| "49L12(I)", |
| "49L171", |
| "71X1(Ps. 108)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L12(I)\", \"49L171\", \"71X1(Ps. 108)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.6666666666666666, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 669, |
| "gt_codes": [ |
| "25H213", |
| "41A17", |
| "41A771", |
| "46C2231" |
| ], |
| "predicted_codes": [ |
| "25H", |
| "25I146", |
| "43C128", |
| "46C112" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H\", \"25I146\", \"43C128\", \"46C112\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.4070642201834862, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 670, |
| "gt_codes": [ |
| "25G4(...)" |
| ], |
| "predicted_codes": [ |
| "25G4(...)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(...)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 671, |
| "gt_codes": [ |
| "46C13141", |
| "46C13142" |
| ], |
| "predicted_codes": [ |
| "46C131", |
| "46C13141" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46C131\", \"46C13141\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.9750160153747597, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 672, |
| "gt_codes": [ |
| "23D44" |
| ], |
| "predicted_codes": [ |
| "23D44" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"23D44\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 673, |
| "gt_codes": [ |
| "41A2", |
| "45A20", |
| "56F2", |
| "71", |
| "71F212", |
| "71F2165" |
| ], |
| "predicted_codes": [ |
| "12B13", |
| "48C75", |
| "9", |
| "92D1916", |
| "92L3", |
| "92M1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"12B13\", \"48C75\", \"9\", \"92D1916\", \"92L3\", \"92M1\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.04406779661016949, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 674, |
| "gt_codes": [ |
| "31A231", |
| "31A24(+1)", |
| "41A6", |
| "48B3:61B", |
| "48C5152", |
| "48C5153", |
| "61B(+55)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A231", |
| "31A24(+1)", |
| "31D12", |
| "41D221(CAP)", |
| "48B3:61B", |
| "61B(+55)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31A24(+1)\", \"31D12\", \"41D221(CAP)\", \"48B3:61B\", \"61B(+55)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.7999717293819457, |
| "code_precision": 0.625, |
| "code_recall": 0.625 |
| }, |
| { |
| "index": 675, |
| "gt_codes": [ |
| "42E3" |
| ], |
| "predicted_codes": [ |
| "42G1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"42G1\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.4000000000000001, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 676, |
| "gt_codes": [ |
| "11F422" |
| ], |
| "predicted_codes": [ |
| "73B8" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73B8\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 677, |
| "gt_codes": [ |
| "83(BRANT, Ship of Fools)", |
| "41B1", |
| "24A6" |
| ], |
| "predicted_codes": [ |
| "85(OF THE WIND AND THE LAMP)", |
| "41B1", |
| "26C" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"85(OF THE WIND AND THE LAMP)\", \"41B1\", \"26C\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.4633333333333333, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 678, |
| "gt_codes": [ |
| "25H", |
| "25H132" |
| ], |
| "predicted_codes": [ |
| "25H132", |
| "25I" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H132\", \"25I\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.74006734006734, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 679, |
| "gt_codes": [ |
| "23A1", |
| "42G1", |
| "44B111", |
| "44B191", |
| "46A122", |
| "49K10", |
| "93" |
| ], |
| "predicted_codes": [ |
| "11M43", |
| "25A13", |
| "49C122", |
| "49E1(+0)", |
| "56F2(+113)", |
| "58B211(+113)", |
| "92D1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11M43\", \"25A13\", \"49C122\", \"49E1(+0)\", \"56F2(+113)\", \"58B211(+113)\", \"92D1\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.1881904761904762, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 680, |
| "gt_codes": [ |
| "11D123", |
| "11H(MARTIN)4", |
| "11P31131", |
| "46A151", |
| "46A212", |
| "49L12(O)", |
| "49L171" |
| ], |
| "predicted_codes": [ |
| "11H(ANTONY ABBOT)4", |
| "11P31521", |
| "11Q62", |
| "11Q7141", |
| "49L12(O)", |
| "49L171", |
| "83(ANON., Vita Sancti Antonii)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H(ANTONY ABBOT)4\", \"11P31521\", \"11Q62\", \"11Q7141\", \"49L12(O)\", \"49L171\", \"83(ANON., Vita Sancti Antonii)\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.6671397981033955, |
| "code_precision": 0.2857142857142857, |
| "code_recall": 0.2857142857142857 |
| }, |
| { |
| "index": 681, |
| "gt_codes": [ |
| "31D15:61BB", |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "31D15:61BB", |
| "61B(+54)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D15:61BB\", \"61B(+54)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 682, |
| "gt_codes": [ |
| "46A15", |
| "46A1612", |
| "54F12" |
| ], |
| "predicted_codes": [ |
| "25H1", |
| "46A151", |
| "92D1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H1\", \"46A151\", \"92D1\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.37269230769230766, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 683, |
| "gt_codes": [ |
| "41A2", |
| "48A81(+351)", |
| "61B113" |
| ], |
| "predicted_codes": [ |
| "41A2", |
| "48C514(+414)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A2\", \"48C514(+414)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.6499999999999999, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 684, |
| "gt_codes": [ |
| "25F23(LION)", |
| "48A9833", |
| "46A122", |
| "48A98312", |
| "25F24(BOAR)" |
| ], |
| "predicted_codes": [ |
| "46A122", |
| "48A98311", |
| "44B191", |
| "45C221", |
| "48A9876" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A122\", \"48A98311\", \"44B191\", \"45C221\", \"48A9876\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.6177025392986699, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 685, |
| "gt_codes": [ |
| "46A17", |
| "31D112", |
| "31D15(+53)", |
| "31D15(+72)", |
| "11Q11", |
| "61B2(LOUBET, \u00c9mile)3", |
| "31D14(+9321)", |
| "11F26(+0)" |
| ], |
| "predicted_codes": [ |
| "46A17", |
| "31D15(+921)", |
| "31D112", |
| "46B31", |
| "46E221", |
| "46C1215", |
| "46A16", |
| "46AA16" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A17\", \"31D15(+921)\", \"31D112\", \"46B31\", \"46E221\", \"46C1215\", \"46A16\", \"46AA16\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.6424007744433688, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 686, |
| "gt_codes": [ |
| "25G3", |
| "25H", |
| "47I2112" |
| ], |
| "predicted_codes": [ |
| "25H", |
| "47I2112", |
| "47I213" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H\", \"47I2112\", \"47I213\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.8653167780961477, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 687, |
| "gt_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(E)" |
| ], |
| "predicted_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(G)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(G)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 688, |
| "gt_codes": [ |
| "11F4", |
| "11F4111", |
| "11F725", |
| "31A2421", |
| "33A14", |
| "61B(+54)" |
| ], |
| "predicted_codes": [ |
| "11F4", |
| "31A24(+1)", |
| "31D112", |
| "31D15", |
| "61B(+53)", |
| "73" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11F4\", \"31A24(+1)\", \"31D112\", \"31D15\", \"61B(+53)\", \"73\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.6604906249999999, |
| "code_precision": 0.16666666666666666, |
| "code_recall": 0.16666666666666666 |
| }, |
| { |
| "index": 689, |
| "gt_codes": [ |
| "25F3(+4712)", |
| "25F3(+53)", |
| "25G11", |
| "25H11", |
| "25I152", |
| "25I5", |
| "31A2511(+933)", |
| "31A2516(+933)", |
| "31AA245", |
| "31AA2627(+51)", |
| "31D112(+89)", |
| "31D15", |
| "31E234631", |
| "41A12", |
| "41D211(+82)", |
| "41D92", |
| "42A3", |
| "42B29", |
| "45C13(SWORD)", |
| "48C149" |
| ], |
| "predicted_codes": [ |
| "11A", |
| "11D51", |
| "11Q71449(PATERA)", |
| "25F36(SWAN)(+1)", |
| "25G3(+21)", |
| "25H11", |
| "25I9", |
| "31AA2511(+926)", |
| "31B6211", |
| "31E234631(+7)", |
| "31EE234631", |
| "41A318", |
| "41C321", |
| "41C322", |
| "41C323", |
| "41C341", |
| "41C37", |
| "41C621", |
| "41C693", |
| "41D2653" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11A\", \"11D51\", \"11Q71449(PATERA)\", \"25F36(SWAN)(+1)\", \"25G3(+21)\", \"25H11\", \"25I9\", \"31AA2511(+926)\", \"31B6211\", \"31E234631(+7)\", \"31EE234631\", \"41A318\", \"41C321\", \"41C322\", \"41C323\", \"41C341\", \"41C37\", \"41C621\", \"41C693\", \"41D2653\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.5351179475272811, |
| "code_precision": 0.05, |
| "code_recall": 0.05 |
| }, |
| { |
| "index": 690, |
| "gt_codes": [ |
| "11H(JEROME)" |
| ], |
| "predicted_codes": [ |
| "46E521" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46E521\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 691, |
| "gt_codes": [ |
| "41A2", |
| "41A411", |
| "41A412", |
| "41B214", |
| "48A9863" |
| ], |
| "predicted_codes": [ |
| "41A2", |
| "41A412", |
| "41B214", |
| "48A9863", |
| "48C7352" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A2\", \"41A412\", \"41B214\", \"48A9863\", \"48C7352\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.9273118279569893, |
| "code_precision": 0.8, |
| "code_recall": 0.8 |
| }, |
| { |
| "index": 692, |
| "gt_codes": [ |
| "31A235", |
| "31A24(+1)", |
| "31A2421", |
| "31D14", |
| "31D15", |
| "42G:61B2(...)13", |
| "61B(+55)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "31A24(+1)", |
| "31A2421", |
| "31D14", |
| "31D15", |
| "61B(+55)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A24(+1)\", \"31A2421\", \"31D14\", \"31D15\", \"61B(+55)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.9279902700889112, |
| "code_precision": 0.875, |
| "code_recall": 0.875 |
| }, |
| { |
| "index": 693, |
| "gt_codes": [ |
| "71K29221" |
| ], |
| "predicted_codes": [ |
| "71H245" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"71H245\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.38, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 694, |
| "gt_codes": [ |
| "23U22(+0)", |
| "31F25", |
| "33C23", |
| "45C15(ARROW)" |
| ], |
| "predicted_codes": [ |
| "31A2516(+933)", |
| "31F26", |
| "45C15(ARROW)", |
| "86(DIE LIEBE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2516(+933)\", \"31F26\", \"45C15(ARROW)\", \"86(DIE LIEBE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.521531100478469, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 695, |
| "gt_codes": [ |
| "86(ET STEMMA ET GLORIAM RENOVABIT)", |
| "86(WIE ER WIRD DESSEN STAMM ERWEITERN UND VERJ\u00dcNGEN/ ALSO AUCH NEUEN FLOR DEM GROSSEN ERTZ-HAUSS BRINGEN)", |
| "25G3", |
| "48C26", |
| "42G1" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "48C26(+0)", |
| "51B3:51A7(+4):59B32(+4)", |
| "59B32(+4)", |
| "86(DER HOFFNUNG BAUM)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"48C26(+0)\", \"51B3:51A7(+4):59B32(+4)\", \"59B32(+4)\", \"86(DER HOFFNUNG BAUM)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.6993045897079276, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 696, |
| "gt_codes": [ |
| "25G4(+15)", |
| "41A35", |
| "41A64" |
| ], |
| "predicted_codes": [ |
| "25G41(LILY)", |
| "48C24", |
| "92B11221" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G41(LILY)\", \"48C24\", \"92B11221\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.350188679245283, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 697, |
| "gt_codes": [ |
| "25F72(OYSTER)(+93)", |
| "31A231", |
| "31A2422", |
| "31D11222", |
| "31D112:61B2(...)1", |
| "41A422", |
| "41D221(FEATHERS)", |
| "41D26611", |
| "41D2662", |
| "41D26:31A22621", |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "25G41(ROSE)", |
| "31A231", |
| "31A2422", |
| "31D112:61B2(...)1", |
| "41D26611", |
| "41D2665", |
| "41D26:31A22621", |
| "47I1111", |
| "48C161", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G41(ROSE)\", \"31A231\", \"31A2422\", \"31D112:61B2(...)1\", \"41D26611\", \"41D2665\", \"41D26:31A22621\", \"47I1111\", \"48C161\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 11, |
| "total_predicted": 11, |
| "exact_match": false, |
| "hierarchical_f1": 0.8021618015012509, |
| "code_precision": 0.5454545454545454, |
| "code_recall": 0.5454545454545454 |
| }, |
| { |
| "index": 698, |
| "gt_codes": [ |
| "31A231", |
| "31A2421", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D12", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D12\", \"61B(+53)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.9124201312910284, |
| "code_precision": 0.8, |
| "code_recall": 0.8 |
| }, |
| { |
| "index": 699, |
| "gt_codes": [ |
| "45C22", |
| "25H23", |
| "25H2311", |
| "31A4527(+23)", |
| "43C1(+41621)", |
| "92H4" |
| ], |
| "predicted_codes": [ |
| "24A", |
| "25F31(+5262)", |
| "25H11", |
| "26A", |
| "98B(ROMULUS)51", |
| "98C(LUCRETIA)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"24A\", \"25F31(+5262)\", \"25H11\", \"26A\", \"98B(ROMULUS)51\", \"98C(LUCRETIA)\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.2557264957264957, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 700, |
| "gt_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(T)" |
| ], |
| "predicted_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(Z)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(Z)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 1.0, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 701, |
| "gt_codes": [ |
| "31A231", |
| "31D14", |
| "32B321", |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "25I", |
| "31D15:61BB", |
| "48B3:61B", |
| "61B(+55)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I\", \"31D15:61BB\", \"48B3:61B\", \"61B(+55)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.5013202933985331, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 702, |
| "gt_codes": [ |
| "24A6", |
| "25F23(LION)(+15)", |
| "25I12", |
| "25I13", |
| "25I18", |
| "31A233", |
| "31A2511(+931)", |
| "31A25411", |
| "31B6211", |
| "31B62171", |
| "41A641", |
| "41A7221", |
| "43C421", |
| "43C421(+24)", |
| "43C424", |
| "45C15(CROSSBOW)", |
| "51AA51(+4)", |
| "57A612(+4)", |
| "86(NON QUAM CREBRO SED QUAM BENE)" |
| ], |
| "predicted_codes": [ |
| "24A6", |
| "25F3(+5262)", |
| "25H18", |
| "25I146", |
| "25I1461", |
| "25I1461:47G542", |
| "25I1461:47G543", |
| "25I1461:47G544", |
| "25I1461:47G545", |
| "25I1461:47G546", |
| "25I1461:47G547", |
| "25I1461:47G548", |
| "25I1461:47G549", |
| "31D14", |
| "41A141", |
| "41A343", |
| "41B162", |
| "41C11", |
| "86(NON QUAM CREDO SED QUAM BENE FERRO SEDO VABEE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"24A6\", \"25F3(+5262)\", \"25H18\", \"25I146\", \"25I1461\", \"25I1461:47G542\", \"25I1461:47G543\", \"25I1461:47G544\", \"25I1461:47G545\", \"25I1461:47G546\", \"25I1461:47G547\", \"25I1461:47G548\", \"25I1461:47G549\", \"31D14\", \"41A141\", \"41A343\", \"41B162\", \"41C11\", \"86(NON QUAM CREDO SED QUAM BENE FERRO SEDO VABEE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 19, |
| "total_predicted": 19, |
| "exact_match": false, |
| "hierarchical_f1": 0.5481930229731371, |
| "code_precision": 0.05263157894736842, |
| "code_recall": 0.05263157894736842 |
| }, |
| { |
| "index": 703, |
| "gt_codes": [ |
| "11L54134(+0)", |
| "11Q21", |
| "11Q511", |
| "11QQ7121(CHAPEL)", |
| "26A", |
| "31A25231(+917)", |
| "31AA2541(+916)", |
| "31B6211", |
| "31D14", |
| "41A3281", |
| "41C342", |
| "41D221(HAT)", |
| "86(DIE KLAGE DES GERECHTEN VERMAG SEHR VIEL)", |
| "86(INSTES MODO JOVA JUVABIT)" |
| ], |
| "predicted_codes": [ |
| "11Q712", |
| "11Q731112(+0)", |
| "25I2", |
| "26A", |
| "31A2331", |
| "31AA2331", |
| "31D14", |
| "31G1", |
| "41D221(HAT)", |
| "49MM32", |
| "54E31(+4)", |
| "86(JOVA IUVABIT INSISTES MODO)", |
| "86(JACOBUS V, VERSE XVI)", |
| "86(HEBREWS VI, VERSE 18)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q712\", \"11Q731112(+0)\", \"25I2\", \"26A\", \"31A2331\", \"31AA2331\", \"31D14\", \"31G1\", \"41D221(HAT)\", \"49MM32\", \"54E31(+4)\", \"86(JOVA IUVABIT INSISTES MODO)\", \"86(JACOBUS V, VERSE XVI)\", \"86(HEBREWS VI, VERSE 18)\"]}", |
| "valid_json": true, |
| "valid_code_count": 14, |
| "total_predicted": 14, |
| "exact_match": false, |
| "hierarchical_f1": 0.6983347940403156, |
| "code_precision": 0.21428571428571427, |
| "code_recall": 0.21428571428571427 |
| }, |
| { |
| "index": 704, |
| "gt_codes": [ |
| "31D15:61BB", |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "31D15:61BB", |
| "61B(+53)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D15:61BB\", \"61B(+53)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 705, |
| "gt_codes": [ |
| "25F(+342)", |
| "25F44", |
| "25G11", |
| "25G3(+21)", |
| "25H11", |
| "25H15", |
| "25I3", |
| "26A", |
| "31AA222(+89)", |
| "31AA2352", |
| "31A2512(+933)", |
| "31A2515(+933)", |
| "31AA2627(+53)", |
| "31D15", |
| "41A7211", |
| "41D221(+82)", |
| "41D232(+82)", |
| "41D2339", |
| "41D92", |
| "46C11" |
| ], |
| "predicted_codes": [ |
| "13A34", |
| "25F(+342)", |
| "25F39(DOVE)(+15)", |
| "25G11", |
| "25G13", |
| "25H11", |
| "25I12", |
| "26A", |
| "31AA2352", |
| "31AA247", |
| "31AA2512(+933)", |
| "31AA2621(+53)", |
| "31B6211", |
| "31D15", |
| "41C321", |
| "41C341", |
| "41D211(+82)", |
| "41D2339", |
| "42E131(+0)", |
| "43A(+12)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"13A34\", \"25F(+342)\", \"25F39(DOVE)(+15)\", \"25G11\", \"25G13\", \"25H11\", \"25I12\", \"26A\", \"31AA2352\", \"31AA247\", \"31AA2512(+933)\", \"31AA2621(+53)\", \"31B6211\", \"31D15\", \"41C321\", \"41C341\", \"41D211(+82)\", \"41D2339\", \"42E131(+0)\", \"43A(+12)\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.7389593111598853, |
| "code_precision": 0.35, |
| "code_recall": 0.35 |
| }, |
| { |
| "index": 706, |
| "gt_codes": [ |
| "25F24(DEER)(+621)", |
| "25H114", |
| "43C111241" |
| ], |
| "predicted_codes": [ |
| "25F24(HARE)", |
| "25H11", |
| "43C11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F24(HARE)\", \"25H11\", \"43C11\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.9033333333333333, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 707, |
| "gt_codes": [ |
| "25A" |
| ], |
| "predicted_codes": [ |
| "25A3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25A3\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.57, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 708, |
| "gt_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(C)" |
| ], |
| "predicted_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(C)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(C)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 709, |
| "gt_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(A)" |
| ], |
| "predicted_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(A)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(A)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 710, |
| "gt_codes": [ |
| "49L171", |
| "49M413", |
| "49M3" |
| ], |
| "predicted_codes": [ |
| "49L171", |
| "49M413", |
| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 711, |
| "gt_codes": [ |
| "31A2422", |
| "61B(+53)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "61B(+53)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+53)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.9833333333333334, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 712, |
| "gt_codes": [ |
| "31A2212", |
| "49G" |
| ], |
| "predicted_codes": [ |
| "49G61", |
| "49E39" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49G61\", \"49E39\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.35625, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 713, |
| "gt_codes": [ |
| "25G3(PEAR-TREE)", |
| "25H113", |
| "25I12", |
| "26A", |
| "31E34", |
| "31E238", |
| "31000", |
| "31A236(+0)", |
| "31A2512(+933)", |
| "31A2515", |
| "31A2531", |
| "31A262", |
| "31A2711", |
| "31A2731", |
| "31A4631", |
| "31A534", |
| "31AA2534", |
| "31D14", |
| "31D16(+72)", |
| "31E2355(+0)" |
| ], |
| "predicted_codes": [ |
| "25G13", |
| "25G3(APPLE-TREE)(+21)", |
| "25H114", |
| "25I12", |
| "31A236(+918)", |
| "31A2511(+933)", |
| "31A2512(+933)", |
| "31A2515", |
| "31A2515(+933)", |
| "31A25161", |
| "31A26211(+51)", |
| "31A2711", |
| "31A534", |
| "31AA236(+918)", |
| "31B6211", |
| "31D14(+72)", |
| "31D16", |
| "41D211(+81)", |
| "41D221(+81)", |
| "41D233(+81)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G13\", \"25G3(APPLE-TREE)(+21)\", \"25H114\", \"25I12\", \"31A236(+918)\", \"31A2511(+933)\", \"31A2512(+933)\", \"31A2515\", \"31A2515(+933)\", \"31A25161\", \"31A26211(+51)\", \"31A2711\", \"31A534\", \"31AA236(+918)\", \"31B6211\", \"31D14(+72)\", \"31D16\", \"41D211(+81)\", \"41D221(+81)\", \"41D233(+81)\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.783079722288724, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 714, |
| "gt_codes": [ |
| "31A2421", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 715, |
| "gt_codes": [ |
| "25H213", |
| "25G3", |
| "46C112" |
| ], |
| "predicted_codes": [ |
| "25H1", |
| "46C112", |
| "25G3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H1\", \"46C112\", \"25G3\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.8566666666666666, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 716, |
| "gt_codes": [ |
| "43" |
| ], |
| "predicted_codes": [ |
| "43C7" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"43C7\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.38, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 717, |
| "gt_codes": [ |
| "11M43" |
| ], |
| "predicted_codes": [ |
| "54F2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"54F2\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 718, |
| "gt_codes": [ |
| "25I", |
| "46C24" |
| ], |
| "predicted_codes": [ |
| "45D22(+32)", |
| "46C21" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45D22(+32)\", \"46C21\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.4444444444444445, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 719, |
| "gt_codes": [ |
| "25G41", |
| "59A4(+11)" |
| ], |
| "predicted_codes": [ |
| "48C24", |
| "96A5(ABUNDANTIA)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48C24\", \"96A5(ABUNDANTIA)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 720, |
| "gt_codes": [ |
| "11P31521", |
| "11Q713", |
| "11Q7311", |
| "34B11", |
| "42E3", |
| "48C161", |
| "48C1622" |
| ], |
| "predicted_codes": [ |
| "11Q2", |
| "31A51453", |
| "31D112", |
| "31D16", |
| "31E12", |
| "48C7334", |
| "49M32" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q2\", \"31A51453\", \"31D112\", \"31D16\", \"31E12\", \"48C7334\", \"49M32\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.3607662835249042, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 721, |
| "gt_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(E)" |
| ], |
| "predicted_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(E)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(E)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 722, |
| "gt_codes": [ |
| "25H114", |
| "25H213", |
| "46C131", |
| "46C24" |
| ], |
| "predicted_codes": [ |
| "25H11", |
| "25I", |
| "46C112:47G52", |
| "46C232" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"25I\", \"46C112:47G52\", \"46C232\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.7117083333333332, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 723, |
| "gt_codes": [ |
| "42B36" |
| ], |
| "predicted_codes": [ |
| "42A3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"42A3\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.38, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 724, |
| "gt_codes": [ |
| "48C16", |
| "46A122", |
| "41A33", |
| "41A323" |
| ], |
| "predicted_codes": [ |
| "11Q713", |
| "48C16", |
| "48A98211", |
| "48A985" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q713\", \"48C16\", \"48A98211\", \"48A985\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.419047619047619, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 725, |
| "gt_codes": [ |
| "25A", |
| "34B11", |
| "41A2", |
| "41C12", |
| "41C74(+1)", |
| "42F51" |
| ], |
| "predicted_codes": [ |
| "31A25(+9321)", |
| "41C74", |
| "41D221(HAT)", |
| "48C5142:48C533", |
| "49M32", |
| "49N" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A25(+9321)\", \"41C74\", \"41D221(HAT)\", \"48C5142:48C533\", \"49M32\", \"49N\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.3774449339207049, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 726, |
| "gt_codes": [ |
| "49N" |
| ], |
| "predicted_codes": [ |
| "49N" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49N\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 727, |
| "gt_codes": [ |
| "71E1343" |
| ], |
| "predicted_codes": [ |
| "71E324" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"71E324\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.57, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 728, |
| "gt_codes": [ |
| "25H1123", |
| "25H13" |
| ], |
| "predicted_codes": [ |
| "25H119", |
| "46C112" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H119\", \"46C112\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.5590384615384616, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 729, |
| "gt_codes": [ |
| "33C521", |
| "49L4" |
| ], |
| "predicted_codes": [ |
| "31A51", |
| "48C85" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A51\", \"48C85\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.19, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 730, |
| "gt_codes": [ |
| "9" |
| ], |
| "predicted_codes": [ |
| "46C13141" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46C13141\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 731, |
| "gt_codes": [ |
| "41A541", |
| "61B(+54)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "41A541", |
| "61B(+54)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A541\", \"61B(+54)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 732, |
| "gt_codes": [ |
| "25I151", |
| "25II244", |
| "46C223", |
| "48C24" |
| ], |
| "predicted_codes": [ |
| "25I13", |
| "41A651", |
| "48C24", |
| "92L41" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I13\", \"41A651\", \"48C24\", \"92L41\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.5522048997772828, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 733, |
| "gt_codes": [ |
| "23R13", |
| "23T27(VICTORIAN)", |
| "23T27(XIX)", |
| "31A235", |
| "31A5341", |
| "31D1(+74)", |
| "31D14", |
| "31D15", |
| "33A12", |
| "41A1", |
| "41A223", |
| "41A711", |
| "41A72111", |
| "41A773", |
| "41A774", |
| "41B313", |
| "41C11", |
| "41C12", |
| "41C311", |
| "41C312" |
| ], |
| "predicted_codes": [ |
| "11P341", |
| "11Q7612", |
| "23T27(VICTORIAN)", |
| "23T27(XIX)", |
| "25I", |
| "31A235", |
| "31A5341", |
| "31D1(+79)", |
| "31D14", |
| "31D15", |
| "31E238", |
| "33C21", |
| "41A2", |
| "41A711", |
| "41A721", |
| "41B115", |
| "41B31", |
| "41B313", |
| "41C323", |
| "41C34" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11P341\", \"11Q7612\", \"23T27(VICTORIAN)\", \"23T27(XIX)\", \"25I\", \"31A235\", \"31A5341\", \"31D1(+79)\", \"31D14\", \"31D15\", \"31E238\", \"33C21\", \"41A2\", \"41A711\", \"41A721\", \"41B115\", \"41B31\", \"41B313\", \"41C323\", \"41C34\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.7756624437841311, |
| "code_precision": 0.4, |
| "code_recall": 0.4 |
| }, |
| { |
| "index": 734, |
| "gt_codes": [ |
| "11F42", |
| "11F6" |
| ], |
| "predicted_codes": [ |
| "11F4", |
| "11G" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11F4\", \"11G\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.62016, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 735, |
| "gt_codes": [ |
| "25H11", |
| "25H213", |
| "25I12", |
| "31A25112", |
| "41D263", |
| "43B16", |
| "46C145(+78)", |
| "86(B\u00c4UME DICH IMMER NOCH SO HOCH AUF, DU BIST DOCH DEM HIMMEL FERN)", |
| "86(MONTES)", |
| "86(QUAMVIS ALTUS, PROCUL ATTAMEN ASTRIS)" |
| ], |
| "predicted_codes": [ |
| "25H11", |
| "25I3", |
| "31A2748", |
| "31D14", |
| "46C513", |
| "49E2513", |
| "51B3(+4)", |
| "51BB3(+4)", |
| "54AA43(+4)", |
| "86(DER WEG IST LANG, DER H\u00dcGEL STEIL)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"25I3\", \"31A2748\", \"31D14\", \"46C513\", \"49E2513\", \"51B3(+4)\", \"51BB3(+4)\", \"54AA43(+4)\", \"86(DER WEG IST LANG, DER H\\u00dcGEL STEIL)\"]}", |
| "valid_json": true, |
| "valid_code_count": 10, |
| "total_predicted": 10, |
| "exact_match": false, |
| "hierarchical_f1": 0.5444249341527656, |
| "code_precision": 0.1, |
| "code_recall": 0.1 |
| }, |
| { |
| "index": 736, |
| "gt_codes": [ |
| "25F3", |
| "92B11221", |
| "11G1911", |
| "48A98711", |
| "48A9844", |
| "48A9831" |
| ], |
| "predicted_codes": [ |
| "25F3", |
| "48A9872", |
| "41C322", |
| "48A9875", |
| "48A9832", |
| "48A9831" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"48A9872\", \"41C322\", \"48A9875\", \"48A9832\", \"48A9831\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.7165232923692484, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 737, |
| "gt_codes": [ |
| "11Q712", |
| "25I1", |
| "25I241", |
| "31D112", |
| "31D15", |
| "31D16", |
| "41A721", |
| "41A7751", |
| "45H3", |
| "46C13141", |
| "46C145", |
| "47I2223", |
| "48C72", |
| "48C7311" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "25I2", |
| "31A2748:43C243", |
| "31D112", |
| "31D16", |
| "34B11", |
| "41A3911(+0)", |
| "41A7751", |
| "41C12", |
| "41C74(+1)", |
| "41C741", |
| "46B111", |
| "46BB21:46B11", |
| "46C131" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25I2\", \"31A2748:43C243\", \"31D112\", \"31D16\", \"34B11\", \"41A3911(+0)\", \"41A7751\", \"41C12\", \"41C74(+1)\", \"41C741\", \"46B111\", \"46BB21:46B11\", \"46C131\"]}", |
| "valid_json": true, |
| "valid_code_count": 14, |
| "total_predicted": 14, |
| "exact_match": false, |
| "hierarchical_f1": 0.5925647247449748, |
| "code_precision": 0.21428571428571427, |
| "code_recall": 0.21428571428571427 |
| }, |
| { |
| "index": 738, |
| "gt_codes": [ |
| "31D16", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.7933333333333333, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 739, |
| "gt_codes": [ |
| "41A773", |
| "48A9832", |
| "49L16" |
| ], |
| "predicted_codes": [ |
| "71E124", |
| "71E122", |
| "71E123" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"71E124\", \"71E122\", \"71E123\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 740, |
| "gt_codes": [ |
| "43A42" |
| ], |
| "predicted_codes": [ |
| "43A42" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"43A42\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 741, |
| "gt_codes": [ |
| "11Q712", |
| "25I", |
| "25I1" |
| ], |
| "predicted_codes": [ |
| "25I", |
| "41A12", |
| "46C11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I\", \"41A12\", \"46C11\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.40726329442282744, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 742, |
| "gt_codes": [ |
| "44B12", |
| "45B", |
| "44G312" |
| ], |
| "predicted_codes": [ |
| "83(BOCCACCIO, De claris mulieribus)", |
| "98C(SEMIRAMIS)5", |
| "46A124" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"83(BOCCACCIO, De claris mulieribus)\", \"98C(SEMIRAMIS)5\", \"46A124\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.09914529914529915, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 743, |
| "gt_codes": [ |
| "25I9", |
| "48C149", |
| "61D(ITALY)" |
| ], |
| "predicted_codes": [ |
| "25I9", |
| "46C131", |
| "48C7351" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I9\", \"46C131\", \"48C7351\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.5546706586826347, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 744, |
| "gt_codes": [ |
| "44G511", |
| "44G34" |
| ], |
| "predicted_codes": [ |
| "46A15", |
| "31E23" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A15\", \"31E23\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.13220338983050847, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 745, |
| "gt_codes": [ |
| "44D4", |
| "42D1", |
| "46A12", |
| "42D3121(+0)" |
| ], |
| "predicted_codes": [ |
| "31D15", |
| "42D32", |
| "46A16", |
| "48C75" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D15\", \"42D32\", \"46A16\", \"48C75\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.5003921568627452, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 746, |
| "gt_codes": [ |
| "73C863", |
| "47I21111" |
| ], |
| "predicted_codes": [ |
| "46A15", |
| "31B7" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A15\", \"31B7\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.095, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 747, |
| "gt_codes": [ |
| "13A12", |
| "31B3" |
| ], |
| "predicted_codes": [ |
| "13A35", |
| "49G8" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"13A35\", \"49G8\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.3, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 748, |
| "gt_codes": [ |
| "11D131", |
| "11D355", |
| "46A122", |
| "57A62", |
| "96B113" |
| ], |
| "predicted_codes": [ |
| "11D326", |
| "48A9876", |
| "48C510", |
| "48C515", |
| "73D6" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11D326\", \"48A9876\", \"48C510\", \"48C515\", \"73D6\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.29752508361204016, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 749, |
| "gt_codes": [ |
| "25G3", |
| "25H114", |
| "25I" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "25H114", |
| "25I" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H114\", \"25I\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 750, |
| "gt_codes": [ |
| "45B", |
| "45D311", |
| "98" |
| ], |
| "predicted_codes": [ |
| "41A2", |
| "71", |
| "71E135" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A2\", \"71\", \"71E135\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.08444444444444446, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 751, |
| "gt_codes": [ |
| "45K27", |
| "45L42" |
| ], |
| "predicted_codes": [ |
| "45H3", |
| "98B(ALEXANDER THE GREAT)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45H3\", \"98B(ALEXANDER THE GREAT)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.2533333333333333, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 752, |
| "gt_codes": [ |
| "11Q712", |
| "25I", |
| "25I2", |
| "46C232" |
| ], |
| "predicted_codes": [ |
| "11Q712", |
| "25H213", |
| "25I", |
| "46C232" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q712\", \"25H213\", \"25I\", \"46C232\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.8681007194244604, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 753, |
| "gt_codes": [ |
| "31A2421", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "31A24(+1)", |
| "61B(+55)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A24(+1)\", \"61B(+55)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.9212182095625635, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 754, |
| "gt_codes": [ |
| "31A2211", |
| "31D14", |
| "31D15" |
| ], |
| "predicted_codes": [ |
| "11I62(ISAIAH)", |
| "71O9", |
| "72A" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11I62(ISAIAH)\", \"71O9\", \"72A\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 755, |
| "gt_codes": [ |
| "31A235", |
| "31AA235", |
| "31D14", |
| "31D15", |
| "31D16", |
| "31D17", |
| "41D267", |
| "42B", |
| "42D131", |
| "45C13(SWORD)", |
| "46A131", |
| "46A1632", |
| "46B3311", |
| "86(LIBRA PARES PARIBUS NUMMIS APPENDET AMORI)", |
| "86(TRUTINA NUPTURIENTIUM)", |
| "92D1", |
| "92D18(BOW)" |
| ], |
| "predicted_codes": [ |
| "25D13(GOLD)", |
| "31A235", |
| "31AA235", |
| "31D14(+79)", |
| "31D15(+79)", |
| "41D2661", |
| "41D2668", |
| "46B3311", |
| "46C1215", |
| "46C1271", |
| "46C1272", |
| "46C14111", |
| "46C1463", |
| "54E31(+4)", |
| "56F2(+4)", |
| "86(AMORIS AURUM NON TANGIT)", |
| "92D156" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25D13(GOLD)\", \"31A235\", \"31AA235\", \"31D14(+79)\", \"31D15(+79)\", \"41D2661\", \"41D2668\", \"46B3311\", \"46C1215\", \"46C1271\", \"46C1272\", \"46C14111\", \"46C1463\", \"54E31(+4)\", \"56F2(+4)\", \"86(AMORIS AURUM NON TANGIT)\", \"92D156\"]}", |
| "valid_json": true, |
| "valid_code_count": 17, |
| "total_predicted": 17, |
| "exact_match": false, |
| "hierarchical_f1": 0.665312843029638, |
| "code_precision": 0.17647058823529413, |
| "code_recall": 0.17647058823529413 |
| }, |
| { |
| "index": 756, |
| "gt_codes": [ |
| "85(RANA E BUE)", |
| "61I(REPUBBLICA ROMANA)", |
| "61I(REPRESSIONE REP. ROMANA)" |
| ], |
| "predicted_codes": [ |
| "46C1215", |
| "85(RANA E LUCE)", |
| "47I2111" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46C1215\", \"85(RANA E LUCE)\", \"47I2111\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.3333333333333333, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 757, |
| "gt_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.96375, |
| "code_precision": 0.75, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 758, |
| "gt_codes": [ |
| "44B1212", |
| "44B1", |
| "44B19" |
| ], |
| "predicted_codes": [ |
| "49C3", |
| "11I62(DAVID)33", |
| "71X1(Ps. 50:18)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49C3\", \"11I62(DAVID)33\", \"71X1(Ps. 50:18)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.09914529914529915, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 759, |
| "gt_codes": [ |
| "46A12", |
| "48A9876", |
| "61B2(FREDERIK HENDRIK)", |
| "92D1916" |
| ], |
| "predicted_codes": [ |
| "31A(+89)", |
| "31D112", |
| "45C15(ARROW)", |
| "46A12" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A(+89)\", \"31D112\", \"45C15(ARROW)\", \"46A12\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.298744769874477, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 760, |
| "gt_codes": [ |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 761, |
| "gt_codes": [ |
| "43A3:25I2", |
| "83(ANON., Een cluyte van Plaeyerwater)" |
| ], |
| "predicted_codes": [ |
| "43A3:25I2", |
| "46B11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"43A3:25I2\", \"46B11\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.54337899543379, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 762, |
| "gt_codes": [ |
| "25G21(APPLE)", |
| "25G21(PRUNE)", |
| "41C653(APPLE)", |
| "41C653(PRUNE)", |
| "41D28", |
| "47I4223", |
| "9", |
| "96A18211" |
| ], |
| "predicted_codes": [ |
| "25G21(APPLE)", |
| "25H", |
| "31D14", |
| "31D15", |
| "41C653(APPLE)", |
| "47I4223", |
| "71", |
| "71T54" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G21(APPLE)\", \"25H\", \"31D14\", \"31D15\", \"41C653(APPLE)\", \"47I4223\", \"71\", \"71T54\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.5189611872146119, |
| "code_precision": 0.375, |
| "code_recall": 0.375 |
| }, |
| { |
| "index": 763, |
| "gt_codes": [ |
| "25I9", |
| "31A22210", |
| "31A2513(+931)", |
| "31A2536(+931)", |
| "31A5339", |
| "31B623591(+0)", |
| "31D14", |
| "41A3284", |
| "41D21(TUNIC):48(+726)", |
| "44C34", |
| "52DD3", |
| "86(POLITICUS)" |
| ], |
| "predicted_codes": [ |
| "25I9", |
| "31A2516(+933)", |
| "31D14", |
| "48C149", |
| "48C161", |
| "48C162", |
| "48C168(ARCH)", |
| "48C168(BRIDGE)", |
| "48C168(COLUMN)", |
| "48C168(DOME)", |
| "57AA6122(+0)", |
| "86(POLITICUS)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I9\", \"31A2516(+933)\", \"31D14\", \"48C149\", \"48C161\", \"48C162\", \"48C168(ARCH)\", \"48C168(BRIDGE)\", \"48C168(COLUMN)\", \"48C168(DOME)\", \"57AA6122(+0)\", \"86(POLITICUS)\"]}", |
| "valid_json": true, |
| "valid_code_count": 12, |
| "total_predicted": 12, |
| "exact_match": false, |
| "hierarchical_f1": 0.5226794071762871, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 764, |
| "gt_codes": [ |
| "31A231", |
| "31A2422", |
| "31A2518", |
| "61B(+54)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "31A5341", |
| "48B3:61B", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31A5341\", \"48B3:61B\", \"61B(+53)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.8391076115485564, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 765, |
| "gt_codes": [ |
| "31A231" |
| ], |
| "predicted_codes": [ |
| "0:49D3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"0:49D3\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 766, |
| "gt_codes": [ |
| "49M41", |
| "49M3" |
| ], |
| "predicted_codes": [ |
| "49M41", |
| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M41\", \"49M3\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 767, |
| "gt_codes": [ |
| "49M13", |
| "49M3" |
| ], |
| "predicted_codes": [ |
| "49M13", |
| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M13\", \"49M3\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 768, |
| "gt_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 769, |
| "gt_codes": [ |
| "31D14", |
| "25I9", |
| "25H213", |
| "47I221", |
| "47I2211", |
| "25G3", |
| "43C68", |
| "31A2712" |
| ], |
| "predicted_codes": [ |
| "47I213", |
| "46C513", |
| "47I221", |
| "47I2211", |
| "25H114", |
| "46A132", |
| "47I228", |
| "47I2213" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"47I213\", \"46C513\", \"47I221\", \"47I2211\", \"25H114\", \"46A132\", \"47I228\", \"47I2213\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.5450407608695653, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 770, |
| "gt_codes": [ |
| "31A2421", |
| "31A2422", |
| "31D14", |
| "31D15", |
| "45B", |
| "61B(+52)", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "41D221(CAP)", |
| "41D222(RABAT)", |
| "41D26611", |
| "46A122", |
| "61B(+52)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"41D221(CAP)\", \"41D222(RABAT)\", \"41D26611\", \"46A122\", \"61B(+52)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.6854512972735267, |
| "code_precision": 0.375, |
| "code_recall": 0.375 |
| }, |
| { |
| "index": 771, |
| "gt_codes": [ |
| "25F24(HIPPOTAMUS)" |
| ], |
| "predicted_codes": [ |
| "49G6223" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49G6223\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 772, |
| "gt_codes": [ |
| "11P44331" |
| ], |
| "predicted_codes": [ |
| "45B" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45B\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 773, |
| "gt_codes": [ |
| "11H(SEVERINUS)", |
| "11Q713", |
| "11Q714113", |
| "49G231" |
| ], |
| "predicted_codes": [ |
| "11H(SEVERINUS)", |
| "11Q73265", |
| "11Q733", |
| "49G2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H(SEVERINUS)\", \"11Q73265\", \"11Q733\", \"49G2\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.83, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 774, |
| "gt_codes": [ |
| "71F314" |
| ], |
| "predicted_codes": [ |
| "71F354" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"71F354\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.8000000000000002, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 775, |
| "gt_codes": [ |
| "41E2", |
| "47D31" |
| ], |
| "predicted_codes": [ |
| "41A775", |
| "48C5142" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A775\", \"48C5142\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.28500000000000003, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 776, |
| "gt_codes": [ |
| "41A671" |
| ], |
| "predicted_codes": [ |
| "41A671" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A671\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 777, |
| "gt_codes": [ |
| "59BB3", |
| "57AA3", |
| "57BB22", |
| "54AA21", |
| "46A85", |
| "33B31(+0)" |
| ], |
| "predicted_codes": [ |
| "44C312", |
| "57AA91", |
| "48A724(+0)", |
| "44B211", |
| "44G13", |
| "44F1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"44C312\", \"57AA91\", \"48A724(+0)\", \"44B211\", \"44G13\", \"44F1\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.2891450528338136, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 778, |
| "gt_codes": [ |
| "48C24", |
| "92L41", |
| "92L1913", |
| "31A27331", |
| "92L17911" |
| ], |
| "predicted_codes": [ |
| "92D1916", |
| "48C24", |
| "31A44", |
| "47I4222", |
| "41A6" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"92D1916\", \"48C24\", \"31A44\", \"47I4222\", \"41A6\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.5051574803149605, |
| "code_precision": 0.2, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 779, |
| "gt_codes": [ |
| "92D1916" |
| ], |
| "predicted_codes": [ |
| "92D1916" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"92D1916\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 780, |
| "gt_codes": [ |
| "86(ALTERIUS ALTERA POSCIT OPEM)", |
| "86(AIDE MUTUELLE)", |
| "86(EINER DARFF DES ANDERN H\u00dcLFF)", |
| "31A25222", |
| "31AA541", |
| "41C326", |
| "41C122", |
| "54E11" |
| ], |
| "predicted_codes": [ |
| "26A", |
| "31A2512(+933)", |
| "41C321", |
| "41D271", |
| "51B3:51AA4", |
| "51BB3:51AA4", |
| "86(QUID PRODEST, SI NON SERVAT?)", |
| "98B(AESOPUS)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"26A\", \"31A2512(+933)\", \"41C321\", \"41D271\", \"51B3:51AA4\", \"51BB3:51AA4\", \"86(QUID PRODEST, SI NON SERVAT?)\", \"98B(AESOPUS)\"]}", |
| "valid_json": true, |
| "valid_code_count": 8, |
| "total_predicted": 8, |
| "exact_match": false, |
| "hierarchical_f1": 0.5610169163223141, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 781, |
| "gt_codes": [ |
| "24A", |
| "25A13", |
| "25FF24(WINGED HORSE)", |
| "25G3(PALM-TREE)(+22)", |
| "25H11", |
| "41D921", |
| "45C19(SHIELD)", |
| "48A98(+2)", |
| "48A9821", |
| "48A98211", |
| "48A98313", |
| "48A9833", |
| "48A9857(HARP)", |
| "48A9857(LYRE)", |
| "48A9857(SHIELD)", |
| "48C244", |
| "48C7321", |
| "48C7322", |
| "48C901", |
| "49L16" |
| ], |
| "predicted_codes": [ |
| "11M44", |
| "25A13", |
| "25F(+342)", |
| "25G3(PALM-TREE)(+22)", |
| "25H11", |
| "26A", |
| "31AA2726", |
| "31D15", |
| "41B121", |
| "48A98(+2)", |
| "48A98211", |
| "48A98313", |
| "48A9832", |
| "48A9833", |
| "48A984", |
| "48A9843", |
| "48A9851", |
| "48A9875", |
| "48C7352", |
| "49L8" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11M44\", \"25A13\", \"25F(+342)\", \"25G3(PALM-TREE)(+22)\", \"25H11\", \"26A\", \"31AA2726\", \"31D15\", \"41B121\", \"48A98(+2)\", \"48A98211\", \"48A98313\", \"48A9832\", \"48A9833\", \"48A984\", \"48A9843\", \"48A9851\", \"48A9875\", \"48C7352\", \"49L8\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.7450296234309625, |
| "code_precision": 0.35, |
| "code_recall": 0.35 |
| }, |
| { |
| "index": 782, |
| "gt_codes": [ |
| "31D15", |
| "48B3", |
| "48C51", |
| "48C5111", |
| "48C5142", |
| "48C515", |
| "48C73411" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "48B11(+32)", |
| "48C5111", |
| "48C514(+414)", |
| "48C5151", |
| "48C5152", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"48B11(+32)\", \"48C5111\", \"48C514(+414)\", \"48C5151\", \"48C5152\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.7006963151207115, |
| "code_precision": 0.14285714285714285, |
| "code_recall": 0.14285714285714285 |
| }, |
| { |
| "index": 783, |
| "gt_codes": [ |
| "49D22" |
| ], |
| "predicted_codes": [ |
| "49D22" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49D22\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 784, |
| "gt_codes": [ |
| "31A2421", |
| "31D15", |
| "61B(+52)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.8720614973262032, |
| "code_precision": 0.5, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 785, |
| "gt_codes": [ |
| "73D58", |
| "73D641" |
| ], |
| "predicted_codes": [ |
| "73D58", |
| "73D641" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73D58\", \"73D641\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": true, |
| "hierarchical_f1": 1.0, |
| "code_precision": 1.0, |
| "code_recall": 1.0 |
| }, |
| { |
| "index": 786, |
| "gt_codes": [ |
| "31D14", |
| "25F6", |
| "41A7751", |
| "46B41" |
| ], |
| "predicted_codes": [ |
| "31D14", |
| "25F62(COD)", |
| "46B111", |
| "46BB21:46B11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D14\", \"25F62(COD)\", \"46B111\", \"46BB21:46B11\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.674169741697417, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 787, |
| "gt_codes": [ |
| "45K" |
| ], |
| "predicted_codes": [ |
| "73G491" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73G491\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.0, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| } |
| ] |
| } |
