| { |
| "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": 1667.8, |
| "exact_match_accuracy": 0.085, |
| "hierarchical_f1": 0.5774, |
| "code_precision": 0.3436, |
| "code_recall": 0.2845, |
| "code_f1": 0.3113, |
| "valid_json_pct": 1.0, |
| "valid_code_pct": 1.0 |
| }, |
| "results": [ |
| { |
| "index": 0, |
| "gt_codes": [ |
| "25F3", |
| "25F38(PHEASANT)", |
| "25H", |
| "25H11", |
| "25H213", |
| "34B232(+51)" |
| ], |
| "predicted_codes": [ |
| "25H", |
| "43C11(+4241)", |
| "46C131" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H\", \"43C11(+4241)\", \"46C131\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.39455782312925164, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.16666666666666666 |
| }, |
| { |
| "index": 1, |
| "gt_codes": [ |
| "31A235", |
| "31A24(+1)", |
| "31D15:61BB", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "31D15:61BB", |
| "49M32", |
| "61B(+53)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D15:61BB\", \"49M32\", \"61B(+53)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.8038366336633662, |
| "code_precision": 0.75, |
| "code_recall": 0.6 |
| }, |
| { |
| "index": 2, |
| "gt_codes": [ |
| "31A235", |
| "31A2422", |
| "41D222(CRAVAT)", |
| "42F5(+0)", |
| "48C5142", |
| "61B(+54)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "48C7311", |
| "61B(+54)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"48C7311\", \"61B(+54)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.7908506910648239, |
| "code_precision": 0.75, |
| "code_recall": 0.375 |
| }, |
| { |
| "index": 3, |
| "gt_codes": [ |
| "71P4121" |
| ], |
| "predicted_codes": [ |
| "92D1", |
| "31A5463", |
| "48C24", |
| "41A6" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"92D1\", \"31A5463\", \"48C24\", \"41A6\"]}", |
| "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": 4, |
| "gt_codes": [ |
| "25I1" |
| ], |
| "predicted_codes": [ |
| "25I", |
| "31A2748:43C243", |
| "31D112", |
| "31D16", |
| "31D17", |
| "33B3", |
| "41A3211", |
| "41A3911(+0)", |
| "41A771", |
| "41B162", |
| "41B214", |
| "41C74(+1)", |
| "41C741", |
| "41D221(HAT)", |
| "41D221(TOPHAT)", |
| "41D2661", |
| "46A151", |
| "46AA14", |
| "46C52(+12)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I\", \"31A2748:43C243\", \"31D112\", \"31D16\", \"31D17\", \"33B3\", \"41A3211\", \"41A3911(+0)\", \"41A771\", \"41B162\", \"41B214\", \"41C74(+1)\", \"41C741\", \"41D221(HAT)\", \"41D221(TOPHAT)\", \"41D2661\", \"46A151\", \"46AA14\", \"46C52(+12)\"]}", |
| "valid_json": true, |
| "valid_code_count": 19, |
| "total_predicted": 19, |
| "exact_match": false, |
| "hierarchical_f1": 0.056999999999999995, |
| "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": [ |
| "48C93" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48C93\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.456, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 7, |
| "gt_codes": [ |
| "73G4932", |
| "73G4933", |
| "73G4931" |
| ], |
| "predicted_codes": [ |
| "73G491" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73G491\"]}", |
| "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": 8, |
| "gt_codes": [ |
| "44B1" |
| ], |
| "predicted_codes": [ |
| "45C22", |
| "46A12", |
| "44B1" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45C22\", \"46A12\", \"44B1\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.6301369863013698, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 1.0 |
| }, |
| { |
| "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": [ |
| "45K13", |
| "46C292" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45K13\", \"46C292\"]}", |
| "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": 11, |
| "gt_codes": [ |
| "61B(+2)", |
| "61B(+55)" |
| ], |
| "predicted_codes": [ |
| "31A231", |
| "31D15:61BB", |
| "48C161", |
| "61B(+55)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31D15:61BB\", \"48C161\", \"61B(+55)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.4, |
| "code_precision": 0.25, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 12, |
| "gt_codes": [ |
| "31A24(+1)", |
| "31D15:61BB", |
| "41D225", |
| "41D2661", |
| "41D2662", |
| "46A122", |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "31D15:61BB", |
| "41D222(RUFF)", |
| "41D26611", |
| "46A122", |
| "61B(+53)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D15:61BB\", \"41D222(RUFF)\", \"41D26611\", \"46A122\", \"61B(+53)\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.969793776468422, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.5714285714285714 |
| }, |
| { |
| "index": 13, |
| "gt_codes": [ |
| "49D22(+0):13C222:49D36", |
| "49E39", |
| "5(+3)" |
| ], |
| "predicted_codes": [ |
| "14C", |
| "25A13" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"14C\", \"25A13\"]}", |
| "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": 14, |
| "gt_codes": [ |
| "48A9876(+744)", |
| "48A9861", |
| "48A98211", |
| "48A98333", |
| "31AA2321", |
| "31A2321", |
| "48A9854", |
| "11G1911" |
| ], |
| "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": 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", |
| "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": 0.8329686360320933, |
| "code_precision": 1.0, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 17, |
| "gt_codes": [ |
| "73", |
| "73B57" |
| ], |
| "predicted_codes": [ |
| "11Q75121", |
| "46C13142" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q75121\", \"46C13142\"]}", |
| "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": 18, |
| "gt_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(T)" |
| ], |
| "predicted_codes": [ |
| "49M13", |
| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M13\", \"49M3\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.6752994555353902, |
| "code_precision": 0.5, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 19, |
| "gt_codes": [ |
| "25F3", |
| "31D12", |
| "31D13", |
| "41A1", |
| "41A77", |
| "43C114", |
| "45C15(ARROW)", |
| "45C15(BOW)", |
| "46C13141", |
| "46C1463" |
| ], |
| "predicted_codes": [ |
| "25F3", |
| "41A7751", |
| "46C13141" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"41A7751\", \"46C13141\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.6341480789442951, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 20, |
| "gt_codes": [ |
| "71T551" |
| ], |
| "predicted_codes": [ |
| "71T54" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"71T54\"]}", |
| "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": 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)", |
| "34E3", |
| "43C1147", |
| "45C15(BOW)", |
| "45C23", |
| "56F2(+4)", |
| "86(AMORIS ARMA FUGACI)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F24(DEER)(+63)\", \"25G3\", \"25H114\", \"31A2351\", \"31B6211\", \"31D12(+89)\", \"34E3\", \"43C1147\", \"45C15(BOW)\", \"45C23\", \"56F2(+4)\", \"86(AMORIS ARMA FUGACI)\"]}", |
| "valid_json": true, |
| "valid_code_count": 12, |
| "total_predicted": 12, |
| "exact_match": false, |
| "hierarchical_f1": 0.6404586404586405, |
| "code_precision": 0.5, |
| "code_recall": 0.3157894736842105 |
| }, |
| { |
| "index": 22, |
| "gt_codes": [ |
| "41A3311", |
| "41A721", |
| "42G:61B2(...)13", |
| "47I4222" |
| ], |
| "predicted_codes": [ |
| "31D112", |
| "42G:61B2(...)13" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D112\", \"42G:61B2(...)13\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.43977591036414565, |
| "code_precision": 0.5, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 23, |
| "gt_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "41D222(RABAT)", |
| "61B(+52)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "41D221(BOOGJESMUTS)", |
| "41D222(RABAT)", |
| "41D26611", |
| "41D2665", |
| "61B(+53)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"41D221(BOOGJESMUTS)\", \"41D222(RABAT)\", \"41D26611\", \"41D2665\", \"61B(+53)\"]}", |
| "valid_json": true, |
| "valid_code_count": 7, |
| "total_predicted": 7, |
| "exact_match": false, |
| "hierarchical_f1": 0.9567809239940387, |
| "code_precision": 0.42857142857142855, |
| "code_recall": 0.75 |
| }, |
| { |
| "index": 24, |
| "gt_codes": [ |
| "31A231", |
| "31A2422", |
| "44B1:61B(+2)", |
| "61B(+55)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A231", |
| "45B", |
| "61B(+55)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A231\", \"45B\", \"61B(+55)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.8030856031128404, |
| "code_precision": 0.75, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 25, |
| "gt_codes": [ |
| "31A235", |
| "31A24(+1)", |
| "31D15:61BB", |
| "31D17", |
| "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": false, |
| "hierarchical_f1": 0.9795918367346939, |
| "code_precision": 1.0, |
| "code_recall": 0.8333333333333334 |
| }, |
| { |
| "index": 26, |
| "gt_codes": [ |
| "23O33", |
| "23O41", |
| "23O42", |
| "23O43", |
| "23O11", |
| "23O12" |
| ], |
| "predicted_codes": [ |
| "23O41" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"23O41\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.8461538461538461, |
| "code_precision": 1.0, |
| "code_recall": 0.16666666666666666 |
| }, |
| { |
| "index": 27, |
| "gt_codes": [ |
| "44C312", |
| "44C35(SOCIALISMO)", |
| "41C711", |
| "61B2(LENIN, Vladimir)3", |
| "61B2(KUN, Bela)3" |
| ], |
| "predicted_codes": [ |
| "46A17", |
| "31D14(+52)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A17\", \"31D14(+52)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.10740740740740742, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 28, |
| "gt_codes": [ |
| "11M3", |
| "94O5" |
| ], |
| "predicted_codes": [ |
| "11D3", |
| "42A56" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11D3\", \"42A56\"]}", |
| "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 |
| }, |
| { |
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| "48C73411", |
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| "31A2422", |
| "61B(+52)" |
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| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\"]}", |
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| { |
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| "gt_codes": [ |
| "11H(LAURENCE)" |
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| "92D1916" |
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| "25H" |
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| "49M3" |
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| "34B11", |
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| "25I1461" |
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| "49D22" |
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| "49D22" |
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| "25H132", |
| "41D263" |
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| "25H13(+1)", |
| "46C513" |
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| }, |
| { |
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| "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": [ |
| "25F3", |
| "25G21(LEMON)", |
| "25G21(MELON)", |
| "41A7751", |
| "41C653(LEMON)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"25G21(LEMON)\", \"25G21(MELON)\", \"41A7751\", \"41C653(LEMON)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
| "exact_match": false, |
| "hierarchical_f1": 0.908374136848713, |
| "code_precision": 0.8, |
| "code_recall": 0.2857142857142857 |
| }, |
| { |
| "index": 126, |
| "gt_codes": [ |
| "25H", |
| "31D11221" |
| ], |
| "predicted_codes": [ |
| "25H114", |
| "31D112" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H114\", \"31D112\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
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| "exact_match": false, |
| "hierarchical_f1": 0.73625, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 127, |
| "gt_codes": [ |
| "25G3", |
| "25H", |
| "41A1", |
| "41A33" |
| ], |
| "predicted_codes": [ |
| "41A721", |
| "48C5142" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A721\", \"48C5142\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.3257142857142857, |
| "code_precision": 0.0, |
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| }, |
| { |
| "index": 128, |
| "gt_codes": [ |
| "33A35" |
| ], |
| "predicted_codes": [ |
| "31A254", |
| "33C23" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A254\", \"33C23\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.339568345323741, |
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| }, |
| { |
| "index": 129, |
| "gt_codes": [ |
| "71A2", |
| "71A22" |
| ], |
| "predicted_codes": [ |
| "24A6", |
| "10" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"24A6\", \"10\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
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| "code_recall": 0.0 |
| }, |
| { |
| "index": 130, |
| "gt_codes": [ |
| "25F25(ELEPHANT)", |
| "25I", |
| "25I13", |
| "34E22", |
| "43B7" |
| ], |
| "predicted_codes": [ |
| "25F25(ELEPHANT)", |
| "25I", |
| "31D14", |
| "31D15" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F25(ELEPHANT)\", \"25I\", \"31D14\", \"31D15\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.5760831889081457, |
| "code_precision": 0.5, |
| "code_recall": 0.4 |
| }, |
| { |
| "index": 131, |
| "gt_codes": [ |
| "11I36", |
| "73" |
| ], |
| "predicted_codes": [ |
| "12B61", |
| "31A(+89)", |
| "71" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"12B61\", \"31A(+89)\", \"71\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "exact_match": false, |
| "hierarchical_f1": 0.16, |
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| }, |
| { |
| "index": 132, |
| "gt_codes": [ |
| "33A52", |
| "46A71" |
| ], |
| "predicted_codes": [ |
| "31A254" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A254\"]}", |
| "valid_json": true, |
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| "hierarchical_f1": 0.12666666666666665, |
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| }, |
| { |
| "index": 133, |
| "gt_codes": [ |
| "25F72(OYSTER)", |
| "25G21(LEMON)", |
| "41C653(LEMON)", |
| "47I4223" |
| ], |
| "predicted_codes": [ |
| "25F716(LOBSTER)", |
| "25G21(APPLE)", |
| "25G21(CHERRY)", |
| "25G21(MELON)", |
| "41C323", |
| "41C653(APPLE)", |
| "41C653(APRICOT)", |
| "41C653(CHERRY)", |
| "41C653(ORANGE)", |
| "41C653(PRUNE)", |
| "47I4223" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F716(LOBSTER)\", \"25G21(APPLE)\", \"25G21(CHERRY)\", \"25G21(MELON)\", \"41C323\", \"41C653(APPLE)\", \"41C653(APRICOT)\", \"41C653(CHERRY)\", \"41C653(ORANGE)\", \"41C653(PRUNE)\", \"47I4223\"]}", |
| "valid_json": true, |
| "valid_code_count": 11, |
| "total_predicted": 11, |
| "exact_match": false, |
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| "gt_codes": [ |
| "31B19", |
| "41A3911", |
| "47I221" |
| ], |
| "predicted_codes": [ |
| "25H11", |
| "31A(+73)", |
| "46C131" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"31A(+73)\", \"46C131\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "hierarchical_f1": 0.22054320987654322, |
| "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": [ |
| "11D51", |
| "31A2748", |
| "31AA2331", |
| "31B6211", |
| "31G1", |
| "34B11(+95212)", |
| "41A251", |
| "41A711", |
| "41A713", |
| "41C321", |
| "41C322", |
| "41C323", |
| "41C341", |
| "41C37", |
| "41D2661", |
| "41D2664", |
| "42E131(+0)", |
| "42E31", |
| "42E33", |
| "42E43" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11D51\", \"31A2748\", \"31AA2331\", \"31B6211\", \"31G1\", \"34B11(+95212)\", \"41A251\", \"41A711\", \"41A713\", \"41C321\", \"41C322\", \"41C323\", \"41C341\", \"41C37\", \"41D2661\", \"41D2664\", \"42E131(+0)\", \"42E31\", \"42E33\", \"42E43\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
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| "hierarchical_f1": 0.5764787510841283, |
| "code_precision": 0.25, |
| "code_recall": 0.25 |
| }, |
| { |
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| "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", |
| "33B9", |
| "45C13(SWORD)(+63)", |
| "86(AMORIS VIRTUS EST INIMICUM FUGERE SUUM)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F42\", \"31A27631(+921)\", \"31D14\", \"33B9\", \"45C13(SWORD)(+63)\", \"86(AMORIS VIRTUS EST INIMICUM FUGERE SUUM)\"]}", |
| "valid_json": true, |
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| { |
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| "gt_codes": [ |
| "25I", |
| "25I1" |
| ], |
| "predicted_codes": [ |
| "25G3", |
| "25H114", |
| "25I", |
| "25I1", |
| "46C112" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H114\", \"25I\", \"25I1\", \"46C112\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
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| "hierarchical_f1": 0.7146529562982006, |
| "code_precision": 0.4, |
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| }, |
| { |
| "index": 138, |
| "gt_codes": [ |
| "31D14", |
| "31D15", |
| "61B(+52)" |
| ], |
| "predicted_codes": [ |
| "31D15:61BB", |
| "42G:61B2(...)13" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31D15:61BB\", \"42G:61B2(...)13\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
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| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 139, |
| "gt_codes": [ |
| "25F36(SWAN)", |
| "41A11", |
| "41A646", |
| "43B42" |
| ], |
| "predicted_codes": [ |
| "25F36(SWAN)", |
| "41A11", |
| "48C2" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F36(SWAN)\", \"41A11\", \"48C2\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "exact_match": false, |
| "hierarchical_f1": 0.710755711775044, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 140, |
| "gt_codes": [ |
| "31A235", |
| "31A2422", |
| "41A721", |
| "41D222(JABOT)", |
| "46A122", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A2422", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+53)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.7460815047021944, |
| "code_precision": 1.0, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 141, |
| "gt_codes": [ |
| "25I", |
| "25I1", |
| "44B233" |
| ], |
| "predicted_codes": [ |
| "25I", |
| "25I1", |
| "41A31" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I\", \"25I1\", \"41A31\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "hierarchical_f1": 0.7299999999999999, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
| }, |
| { |
| "index": 142, |
| "gt_codes": [ |
| "73B93", |
| "73B931" |
| ], |
| "predicted_codes": [ |
| "73A521" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73A521\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
| "total_predicted": 1, |
| "exact_match": false, |
| "hierarchical_f1": 0.39493670886075954, |
| "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": [ |
| "25G41(ANEMONE)", |
| "25G41(CARNATION)", |
| "25G41(CONVOLVULUS)", |
| "25G41(DAGSCONE)", |
| "25G41(LILY)", |
| "25G41(MARIGOLD)", |
| "25G41(ROSE)", |
| "25G41(TULIP)", |
| "25H", |
| "41A671", |
| "48A9876" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G41(ANEMONE)\", \"25G41(CARNATION)\", \"25G41(CONVOLVULUS)\", \"25G41(DAGSCONE)\", \"25G41(LILY)\", \"25G41(MARIGOLD)\", \"25G41(ROSE)\", \"25G41(TULIP)\", \"25H\", \"41A671\", \"48A9876\"]}", |
| "valid_json": true, |
| "valid_code_count": 11, |
| "total_predicted": 11, |
| "exact_match": false, |
| "hierarchical_f1": 0.8877270399851046, |
| "code_precision": 0.5454545454545454, |
| "code_recall": 0.5454545454545454 |
| }, |
| { |
| "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)", |
| "31B6211", |
| "31D14", |
| "41A23", |
| "41A7612", |
| "41C321", |
| "41C322", |
| "41C341", |
| "41C37", |
| "41D211", |
| "41D22", |
| "41D23", |
| "41D27", |
| "48C313", |
| "48CC7352", |
| "48CC7525", |
| "49L8", |
| "52AA51(+4):54F2(+4)", |
| "54E31(+4)", |
| "57BB13(+4)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2516(+934)\", \"31B6211\", \"31D14\", \"41A23\", \"41A7612\", \"41C321\", \"41C322\", \"41C341\", \"41C37\", \"41D211\", \"41D22\", \"41D23\", \"41D27\", \"48C313\", \"48CC7352\", \"48CC7525\", \"49L8\", \"52AA51(+4):54F2(+4)\", \"54E31(+4)\", \"57BB13(+4)\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.5998601419878296, |
| "code_precision": 0.15, |
| "code_recall": 0.15 |
| }, |
| { |
| "index": 145, |
| "gt_codes": [ |
| "25G4(...)" |
| ], |
| "predicted_codes": [ |
| "25G4(...)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G4(...)\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
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| "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, |
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| "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": [ |
| "31A(+73)", |
| "42G:61B2(...)13", |
| "92D1916" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A(+73)\", \"42G:61B2(...)13\", \"92D1916\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "code_precision": 0.3333333333333333, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 148, |
| "gt_codes": [ |
| "61D(GERMANIA)", |
| "61D(FRANCIA)", |
| "45A145" |
| ], |
| "predicted_codes": [ |
| "46A15", |
| "44C312", |
| "44B04", |
| "44G(+5)", |
| "44D23" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A15\", \"44C312\", \"44B04\", \"44G(+5)\", \"44D23\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
| "total_predicted": 5, |
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| "hierarchical_f1": 0.09896907216494846, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 149, |
| "gt_codes": [ |
| "11H(PETER)", |
| "11Q733", |
| "31A25561(+915)", |
| "49L12(P)", |
| "49L171", |
| "73F45" |
| ], |
| "predicted_codes": [ |
| "11H(PAUL)", |
| "49L12(I)", |
| "49L171", |
| "73F45" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H(PAUL)\", \"49L12(I)\", \"49L171\", \"73F45\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.8439306358381503, |
| "code_precision": 0.5, |
| "code_recall": 0.3333333333333333 |
| }, |
| { |
| "index": 150, |
| "gt_codes": [ |
| "11M41", |
| "31A511" |
| ], |
| "predicted_codes": [ |
| "11R5", |
| "31A2364" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11R5\", \"31A2364\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.47500000000000003, |
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| "48", |
| "48C2", |
| "48C514", |
| "54BB2", |
| "55C11", |
| "86(VIEL ZIERDE, WENIG NUTZEN)" |
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| "31A511", |
| "48C24", |
| "48C510:61B2(...)1", |
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| "49G21(+0)", |
| "57AA644", |
| "86(VIEL ZIERDE, WENIG NUTZEN)" |
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| "31D11222", |
| "41A721", |
| "41D2665", |
| "42B742", |
| "42G:61B2(...)13" |
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| "31A235", |
| "31D112:61B2(...)1", |
| "42G:61B2(...)13" |
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| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31D112:61B2(...)1\", \"42G:61B2(...)13\"]}", |
| "valid_json": true, |
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| "gt_codes": [ |
| "92C455" |
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| "92C454" |
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| "hierarchical_f1": 0.9, |
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| "25I3", |
| "41D42" |
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| "25I3" |
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| "generated_text": "{\"iconclass-codes\": [\"25I3\"]}", |
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| "31A231", |
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| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
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| "31A2422", |
| "61B(+53)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+53)\", \"61B:31D14\"]}", |
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| "86(VULPES, ET SIMIUS)", |
| "25F23(LION)", |
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| "25F23(FOX)", |
| "52A2", |
| "51A5" |
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| "86(VULPES, ET SIMIUS)", |
| "25F23(LION)(+1)", |
| "25F23(FOX)(+1)", |
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| "44B1", |
| "57A6", |
| "54E42" |
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| "generated_text": "{\"iconclass-codes\": [\"86(VULPES, ET SIMIUS)\", \"25F23(LION)(+1)\", \"25F23(FOX)(+1)\", \"25F22(+1)\", \"44B1\", \"57A6\", \"54E42\"]}", |
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| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(O)" |
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| "49L171", |
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| "49M3", |
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| "48A98312" |
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| "48A98312", |
| "48A9875" |
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| { |
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| "41B162", |
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| "41C12", |
| "41C74", |
| "41C74(+1)", |
| "41C741" |
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| "31A254", |
| "31B6235", |
| "33A35", |
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| "41C741", |
| "41D221(HAT)", |
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| "31A231", |
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| "45B", |
| "61B(+54)", |
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| "45B", |
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| "generated_text": "{\"iconclass-codes\": [\"31A231\", \"45B\", \"61B(+54)\", \"61B:31D14\"]}", |
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| "32A5", |
| "54F122" |
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| "46A17", |
| "32A5" |
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| "44B113", |
| "61B2(GOTTFRIED V OF BOUILLON, DUKE OF LOWER-LOTHARINGIA, KING OF JERUSALEM)" |
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| "49C3", |
| "61B2(HEINRICH <England, K\u00f6nig, 1>)" |
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| "generated_text": "{\"iconclass-codes\": [\"49C3\", \"61B2(HEINRICH <England, K\\u00f6nig, 1>)\"]}", |
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| "86(INVENTIS NON FACILE EST ADDERE)" |
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| "25I1", |
| "47D31", |
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| "51E11(+4)", |
| "86(INVENTIS NON FACILE EST ADDERE)" |
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| "25F22", |
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| "25F22" |
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| "46A12", |
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| "25I146", |
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| "71" |
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| "generated_text": "{\"iconclass-codes\": [\"25H\", \"31A(+89)\", \"41C621\", \"71\"]}", |
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| "41A31", |
| "43C11491", |
| "61F(JAGDSCHLOSS LANGELEBEN)" |
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| "41A16", |
| "48C1425" |
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| "generated_text": "{\"iconclass-codes\": [\"41A16\", \"48C1425\"]}", |
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| "11D", |
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| "49L645" |
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| "31A2421", |
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| "31D12", |
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| "48A9876", |
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| "generated_text": "{\"iconclass-codes\": [\"25F39(DOVE)\", \"48A98(+2)\", \"48A9876\", \"92B11221\"]}", |
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| "25I", |
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| "41A51" |
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| "41A38" |
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| "25F", |
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| "47I213" |
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| "47I213" |
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| "41A775" |
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| "25F(+431)", |
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| "generated_text": "{\"iconclass-codes\": [\"25F(+431)\", \"25I9\", \"34B11(+0)\"]}", |
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| "31D12", |
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| "31A2421", |
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| "11H(ANTONY ABBOT)7", |
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| "11K" |
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| "11H(ANTONY ABBOT)" |
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| "generated_text": "{\"iconclass-codes\": [\"11H(ANTONY ABBOT)\"]}", |
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| "46A124", |
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| "25H155", |
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| "47I212" |
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| "generated_text": "{\"iconclass-codes\": [\"45B\", \"25F23(BEAR)\", \"46C131\", \"47I212\"]}", |
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| { |
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| "31A2422", |
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| "31A24(+1)", |
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| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31D14\"]}", |
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| { |
| "index": 210, |
| "gt_codes": [ |
| "11H(HUGH)" |
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| "predicted_codes": [ |
| "11H(DUGO)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H(DUGO)\"]}", |
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| { |
| "index": 211, |
| "gt_codes": [ |
| "25F711", |
| "25F711(+4813)", |
| "25F711(BUTTERFLY)", |
| "25F711(CATERPILLAR)" |
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| "predicted_codes": [ |
| "25F711", |
| "25F711(+4813)", |
| "25F711(BUTTERFLY)", |
| "25F711(CATERPILLAR)" |
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| "generated_text": "{\"iconclass-codes\": [\"25F711\", \"25F711(+4813)\", \"25F711(BUTTERFLY)\", \"25F711(CATERPILLAR)\"]}", |
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| "exact_match": true, |
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| "46A122", |
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| "gt_codes": [ |
| "42A1931" |
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| "31A2421", |
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| "43B3", |
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| "86(LE TRICTRAC)" |
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| "43B42", |
| "46C14", |
| "47G1" |
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| "49M3" |
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| "73G431" |
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| "11G25", |
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| "42B742" |
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| "46C2" |
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| "46C13141" |
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| "25H", |
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| "45B", |
| "45C22", |
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| "31A2422", |
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| "73E12" |
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| "41C37", |
| "41D222(RABAT)", |
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| "61B:31A2212(+1)", |
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| "41C26131" |
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| "25H", |
| "46C13141" |
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| "25H", |
| "46C13141" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H\", \"46C13141\"]}", |
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| "73", |
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| "46C283" |
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| "11Q712" |
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| "11Q712", |
| "46C232" |
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| "11H(JOHN)" |
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| "45C16(CANNON)", |
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| "47I213", |
| "95A(AMPHION & ZETHUS)" |
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| "25F23(LION)(+5212)", |
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| "41B1", |
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| "56DD1", |
| "86(MAGNIS VANA TERRENT)" |
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| "42B", |
| "43C7" |
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| "31A422", |
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| "48C7351", |
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| "48C7525" |
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| "31AA533(...)", |
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| "31A2421", |
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| "31D14", |
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| "31B6211" |
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| "25I5" |
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| "25I146", |
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| "11R5", |
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| "31F11", |
| "86(EX MAXIMO MINIMUM)" |
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| "25G4", |
| "31A216", |
| "31F11" |
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| "41A2", |
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| "43B7" |
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| "25F(+3)", |
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| "49G6211" |
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| { |
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| "gt_codes": [ |
| "73C811" |
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| "73C815" |
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| { |
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| "31A231", |
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| "31D15:61BB", |
| "61B(+55)", |
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| "predicted_codes": [ |
| "31A231", |
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| "31D15:61BB", |
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| "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31A24(+1)\", \"31D15:61BB\", \"61B(+55)\"]}", |
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| "hierarchical_f1": 0.9550679205851619, |
| "code_precision": 1.0, |
| "code_recall": 0.8 |
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| { |
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| "gt_codes": [ |
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| "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": [ |
| "25G41(ANEMONE)", |
| "25G41(CARNATION)", |
| "25G41(CONVOLVULUS)", |
| "25G41(DAGSCONE)", |
| "25G41(LILY)", |
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| "25G41(ROSE)", |
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| "41A671", |
| "41A774" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G41(ANEMONE)\", \"25G41(CARNATION)\", \"25G41(CONVOLVULUS)\", \"25G41(DAGSCONE)\", \"25G41(LILY)\", \"25G41(MARIGOLD)\", \"25G41(ROSE)\", \"25G41(TULIP)\", \"41A671\", \"41A774\"]}", |
| "valid_json": true, |
| "valid_code_count": 10, |
| "total_predicted": 10, |
| "exact_match": false, |
| "hierarchical_f1": 0.9353612167300381, |
| "code_precision": 0.8, |
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| { |
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| "25I1", |
| "46C24", |
| "25H2322", |
| "26C3", |
| "25H2311" |
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| "46C24", |
| "25H2322", |
| "26B" |
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| "generated_text": "{\"iconclass-codes\": [\"46C24\", \"25H2322\", \"26B\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.7614335664335665, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.4 |
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| { |
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| "gt_codes": [ |
| "31A235", |
| "31D15:61BB", |
| "61B:31A2212(+1)" |
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| "predicted_codes": [ |
| "31A24(+1)", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "code_recall": 0.0 |
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| { |
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| "24A1", |
| "25F24(CAMEL)", |
| "71C3222", |
| "86(POST LUCTAM BENEDICETUR)" |
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| "25H114", |
| "31A2763(+0)", |
| "31D14(+89)", |
| "33C23", |
| "41B121", |
| "41D211", |
| "41D221(HAT)(+81)", |
| "41D221(TURBAN)", |
| "41D223(JERKIN)", |
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| "41D2332(+81)", |
| "41D27", |
| "44B191", |
| "44B192", |
| "45C13(SWORD)", |
| "45C15(ARROW)", |
| "45C15(BOW)", |
| "45C23", |
| "45C22", |
| "45C221" |
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| "generated_text": "{\"iconclass-codes\": [\"25H114\", \"31A2763(+0)\", \"31D14(+89)\", \"33C23\", \"41B121\", \"41D211\", \"41D221(HAT)(+81)\", \"41D221(TURBAN)\", \"41D223(JERKIN)\", \"41D231(+81)\", \"41D2332(+81)\", \"41D27\", \"44B191\", \"44B192\", \"45C13(SWORD)\", \"45C15(ARROW)\", \"45C15(BOW)\", \"45C23\", \"45C22\", \"45C221\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
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| "42G1", |
| "44B194" |
| ], |
| "predicted_codes": [ |
| "42G1", |
| "44B194" |
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| "generated_text": "{\"iconclass-codes\": [\"42G1\", \"44B194\"]}", |
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| "exact_match": true, |
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| { |
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| "gt_codes": [ |
| "49H3", |
| "83(OGILBY, America)" |
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| "49H3", |
| "83(OGILBY, America)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49H3\", \"83(OGILBY, America)\"]}", |
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| { |
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| "25H11", |
| "25H216", |
| "41A771:25D13(COPPER)", |
| "41A7751", |
| "47I21(+945)", |
| "47I228" |
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| "34B11", |
| "46C11" |
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| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"34B11\", \"46C11\"]}", |
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| "gt_codes": [ |
| "25G411(FLAG)", |
| "41A671" |
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| "25G41(ANEMONE)", |
| "25G41(IRIS)" |
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| "generated_text": "{\"iconclass-codes\": [\"25G41(ANEMONE)\", \"25G41(IRIS)\"]}", |
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| "gt_codes": [ |
| "61B(+53)", |
| "61B:31D14" |
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| "predicted_codes": [ |
| "31A2422", |
| "61B(+53)", |
| "61B:31D14" |
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| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+53)\", \"61B:31D14\"]}", |
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| "hierarchical_f1": 0.8, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 1.0 |
| }, |
| { |
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| "gt_codes": [ |
| "25H", |
| "46C13142", |
| "47I213", |
| "47I214", |
| "47I221" |
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| "25H15", |
| "46C13142" |
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| "generated_text": "{\"iconclass-codes\": [\"25H15\", \"46C13142\"]}", |
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| { |
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| "gt_codes": [ |
| "48C142", |
| "47I" |
| ], |
| "predicted_codes": [ |
| "25I1", |
| "48A9876", |
| "61E(BRAUNSCHWEIG)", |
| "61D(ELBE)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I1\", \"48A9876\", \"61E(BRAUNSCHWEIG)\", \"61D(ELBE)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
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| "gt_codes": [ |
| "31A233", |
| "31D12", |
| "34D111" |
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| "predicted_codes": [ |
| "31A233", |
| "48C75" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A233\", \"48C75\"]}", |
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| "25I1", |
| "31D15", |
| "25H213", |
| "61D(DONAU)", |
| "61E(BRATISLAVA)" |
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| "25I1", |
| "46C513", |
| "25H213", |
| "25H114", |
| "46A2211", |
| "61E(PREISACH)" |
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| "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46C513\", \"25H213\", \"25H114\", \"46A2211\", \"61E(PREISACH)\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
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| "code_recall": 0.4 |
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| { |
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| "gt_codes": [ |
| "25F24(DEER)", |
| "25H", |
| "25H155", |
| "43C1147" |
| ], |
| "predicted_codes": [ |
| "25F24(DEER)", |
| "34B11", |
| "43C11" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F24(DEER)\", \"34B11\", \"43C11\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "code_recall": 0.25 |
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| { |
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| "gt_codes": [ |
| "44C312", |
| "44A51(ITALIA)(+0)", |
| "61B2(ORLANDO, Vittorio)3", |
| "82A(ORLANDO)(+0)" |
| ], |
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| "45A1", |
| "61B2(ORLANDO, Luigi)(+4)", |
| "31E238" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"45A1\", \"61B2(ORLANDO, Luigi)(+4)\", \"31E238\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "hierarchical_f1": 0.36903370786516854, |
| "code_precision": 0.0, |
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| { |
| "index": 288, |
| "gt_codes": [ |
| "25F35(PEACOCK)", |
| "25F36(DUCK)", |
| "25F37(STORK)", |
| "25H21" |
| ], |
| "predicted_codes": [ |
| "25F3", |
| "25H" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"25H\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
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| { |
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| "gt_codes": [ |
| "25H11", |
| "25I", |
| "46C", |
| "46C21", |
| "46C223" |
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| "predicted_codes": [ |
| "25H11", |
| "46C131" |
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| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C131\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
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| "hierarchical_f1": 0.7011235955056179, |
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| { |
| "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", |
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| "49C40", |
| "51B2", |
| "52D3", |
| "54EE31(+4):51B3(+4)", |
| "57AA7(+4)", |
| "97DD23" |
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| "predicted_codes": [ |
| "25F31(+5262)", |
| "25G11", |
| "25H114", |
| "25I3", |
| "25I9", |
| "31A2711", |
| "31D14", |
| "34B232(+51)", |
| "34B232(+9451)", |
| "41A16", |
| "41A31", |
| "41A54", |
| "41C111", |
| "41C68", |
| "41C7110", |
| "41C711:41C251", |
| "41C711:41C714", |
| "41C714", |
| "41C715", |
| "41C715:41C27(POT)" |
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| "generated_text": "{\"iconclass-codes\": [\"25F31(+5262)\", \"25G11\", \"25H114\", \"25I3\", \"25I9\", \"31A2711\", \"31D14\", \"34B232(+51)\", \"34B232(+9451)\", \"41A16\", \"41A31\", \"41A54\", \"41C111\", \"41C68\", \"41C7110\", \"41C711:41C251\", \"41C711:41C714\", \"41C714\", \"41C715\", \"41C715:41C27(POT)\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
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| "hierarchical_f1": 0.5027042463372237, |
| "code_precision": 0.15, |
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| { |
| "index": 291, |
| "gt_codes": [ |
| "48B3", |
| "61B(+52)" |
| ], |
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| "31A24(+1)", |
| "61B:31D14" |
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| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
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| { |
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| "gt_codes": [ |
| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(E)" |
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| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(E)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(E)\"]}", |
| "valid_json": true, |
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| { |
| "index": 293, |
| "gt_codes": [ |
| "11D3222", |
| "11D331", |
| "11D334", |
| "11G1911", |
| "11H(ALL SAINTS)", |
| "11L61", |
| "11L611", |
| "11S11", |
| "11S15", |
| "11S63", |
| "31A25212", |
| "31AA25212" |
| ], |
| "predicted_codes": [ |
| "11C23", |
| "73E5" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11C23\", \"73E5\"]}", |
| "valid_json": true, |
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| { |
| "index": 294, |
| "gt_codes": [ |
| "11Q651", |
| "25H11", |
| "32B33", |
| "44B1" |
| ], |
| "predicted_codes": [ |
| "25H11", |
| "73", |
| "73C464" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"73\", \"73C464\"]}", |
| "valid_json": true, |
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| { |
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| "44D4", |
| "42D32", |
| "33C85", |
| "44G" |
| ], |
| "predicted_codes": [ |
| "46A17", |
| "52AA3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46A17\", \"52AA3\"]}", |
| "valid_json": true, |
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| { |
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| "32B311(GERMANS)", |
| "41D3", |
| "45(+22)", |
| "45C2" |
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| "45(+22)", |
| "46C131" |
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| "generated_text": "{\"iconclass-codes\": [\"45(+22)\", \"46C131\"]}", |
| "valid_json": true, |
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| { |
| "index": 297, |
| "gt_codes": [ |
| "11Q712", |
| "25I13", |
| "25I145", |
| "31A2322", |
| "31A235", |
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| "31AA235", |
| "31AA235", |
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| "31D14", |
| "31D15", |
| "33C23", |
| "41A143", |
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| "41D225", |
| "41D262", |
| "43C92", |
| "44B152411", |
| "48CC7311" |
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| "86(OBLUCET ANIMOS SCUSUS TRAHIT INFLUX AEREAS SI QUANDO EXULTANT EXCITA MEMBRA SONO)", |
| "86(QUISVIS TRUNCOS INTER QUAMQUEM ES SOCA IMPULIT OPHITHUM NEGET ESSE TUAN)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"86(OBLUCET ANIMOS SCUSUS TRAHIT INFLUX AEREAS SI QUANDO EXULTANT EXCITA MEMBRA SONO)\", \"86(QUISVIS TRUNCOS INTER QUAMQUEM ES SOCA IMPULIT OPHITHUM NEGET ESSE TUAN)\"]}", |
| "valid_json": true, |
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| }, |
| { |
| "index": 298, |
| "gt_codes": [ |
| "43C7" |
| ], |
| "predicted_codes": [ |
| "43C9", |
| "46A15" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"43C9\", \"46A15\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
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| "hierarchical_f1": 0.4763819095477387, |
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| }, |
| { |
| "index": 299, |
| "gt_codes": [ |
| "61B(+2)", |
| "61B(+52)" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
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| "code_precision": 0.3333333333333333, |
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| { |
| "index": 300, |
| "gt_codes": [ |
| "73C8522" |
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| "predicted_codes": [ |
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| "41D221" |
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| "21D" |
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| "47I422" |
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| "11K(SATAN)" |
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| "46C13187" |
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| "49M3", |
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| "49M3", |
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| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(N)\"]}", |
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| "45H3(+3)" |
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| "45H3(+3)" |
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| "49M413", |
| "49M3", |
| "49L12(A)" |
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| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(A)" |
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| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(A)\"]}", |
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| "31A2363(+1)", |
| "46C24", |
| "47K42", |
| "54AA11", |
| "56B2(+11)", |
| "86(DERJENIGE, DER HERUMLIEGT UND IN SEINEM KAHN RUHT, etc.)" |
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| "25H13", |
| "31A(+89)", |
| "31AA2364", |
| "31D14", |
| "31D15", |
| "41C7110", |
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| "41C7110:5(+113):5(+113)", |
| "41D27", |
| "46C215(ANCHOR)", |
| "46C24(+63)", |
| "46C2851", |
| "46E221", |
| "47K1(+22)", |
| "47K142(+0)", |
| "54F12(+113)", |
| "54FF12(+113)", |
| "56BB1(+4)", |
| "56F2(+123)", |
| "56F2(+4)" |
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| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
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| "25I1", |
| "61E(LEIPZIG)", |
| "11Q21", |
| "42B111", |
| "41A711", |
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| "41A733", |
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| "57A8" |
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| "61F(HUIS TEN HAREN)" |
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| "generated_text": "{\"iconclass-codes\": [\"41A12\", \"61F(HUIS TEN HAREN)\"]}", |
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| "31A221" |
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| "generated_text": "{\"iconclass-codes\": [\"31A221\", \"31A254\"]}", |
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| "11R7", |
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| "41D267", |
| "86(DER HOFFNUNG)" |
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| "31A2421", |
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| "49D22" |
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| "49M3" |
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| "85", |
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| "11HH(THERESA)" |
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| "11HH(THERESA)" |
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| "47I4223" |
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| "45C16(CANNON)(+1)", |
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| "46C232" |
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| "86(ANTE OCCASUM LAUREA)" |
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| "25G3(LAUREL)(+27)", |
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| "44C312", |
| "45I7", |
| "61B2(RADETZKY, Johann)(+4)", |
| "61K(QUADRILATERO)", |
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| "48C85431(PULCINELLA)", |
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| "31E23121" |
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| "49L12(D)", |
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| "73B4" |
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| "11F24", |
| "31A51453" |
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| "generated_text": "{\"iconclass-codes\": [\"11F24\", \"31A51453\"]}", |
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| "47I213", |
| "61B(+55)", |
| "92D1916" |
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| "11I61", |
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| "31A2421", |
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| "31A24(+1)", |
| "61B(+53)" |
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| "25G41(CARNATION)", |
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| "41A646", |
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| "41A671", |
| "41A773" |
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| "11P4433", |
| "44G311" |
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| "generated_text": "{\"iconclass-codes\": [\"41C742\"]}", |
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| "25F23(WOLF)(+2)", |
| "25F23(WOLF)(+21)", |
| "25F23(WOLF)(+23)", |
| "25H18", |
| "26D1", |
| "51HH3", |
| "86(SEHR SCHLIMM, DOCH OHNE MENGE)" |
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| "predicted_codes": [ |
| "25F23(WOLF)(+41)", |
| "25H17", |
| "51BB3(+0)", |
| "86(SEHR SCHLIM, DOCH OHNE DER MENGE)" |
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| "generated_text": "{\"iconclass-codes\": [\"25F23(WOLF)(+41)\", \"25H17\", \"51BB3(+0)\", \"86(SEHR SCHLIM, DOCH OHNE DER MENGE)\"]}", |
| "valid_json": true, |
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| "gt_codes": [ |
| "25I241", |
| "48C7354" |
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| "25I2", |
| "31A(+73)", |
| "41C12" |
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| "generated_text": "{\"iconclass-codes\": [\"25I2\", \"31A(+73)\", \"41C12\"]}", |
| "valid_json": true, |
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| "11H", |
| "73", |
| "73D415" |
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| "73B25" |
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| "73C72" |
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| "25H15", |
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| "46C1112", |
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| "47I2112" |
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| "31A24(+1)", |
| "31D15:61BB", |
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| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D15:61BB\", \"31D17\", \"61B(+52)\", \"61B:31A2212(+1)\"]}", |
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| "index": 488, |
| "gt_codes": [ |
| "31D15", |
| "73F14", |
| "73F2231" |
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| "25F31(+5262)", |
| "25I144", |
| "26A", |
| "31A2512(+932)", |
| "31A2512(+933)", |
| "31A2515", |
| "31A2515(+931)", |
| "31A2516", |
| "31A2516(+933)", |
| "31A25552", |
| "31A2711", |
| "31AA2515(+931)", |
| "31B6211", |
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| "31D15", |
| "31E234631", |
| "33A11", |
| "33C8120:5(+113)", |
| "41D211(+81)", |
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| "48C7323", |
| "48C7351", |
| "48C75", |
| "48C755" |
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| "41A671", |
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| "41C7111" |
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| "31D14" |
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| "31A2421", |
| "31D15" |
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| "73C8645" |
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| "92D1916" |
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| "25G3(LAUREL)(+27)", |
| "46C13141", |
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| "71", |
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| "21D" |
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| "49M413", |
| "49M3", |
| "49L12(D)" |
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| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(D)\"]}", |
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| "48B3:61B", |
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| "86(SIC PACEM HABEMUS)" |
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| "86(AMOR PATRIAE)" |
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| "31A2421", |
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| "73D351" |
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| "73C864", |
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| "47I2271" |
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| "31A2422", |
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| "86(GEBRECHEN MACHT KUNSTREICH)", |
| "25I1", |
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| "31A4153", |
| "46C1422", |
| "31A4", |
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| "52A42" |
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| "86(DEBRECHEN MACHT R\u00dcNSTREICH)", |
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| "46C1442", |
| "46A122" |
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| "41C26131", |
| "41C68" |
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| "25F36(DUCK)", |
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| "generated_text": "{\"iconclass-codes\": [\"25F36(DUCK)\", \"41A775\", \"41C26131\"]}", |
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| "25I", |
| "31A231", |
| "31A2422", |
| "61B(+55)", |
| "61B:31D14" |
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| "31A231", |
| "45B", |
| "61B(+55)", |
| "61B:31D14" |
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| "generated_text": "{\"iconclass-codes\": [\"31A231\", \"45B\", \"61B(+55)\", \"61B:31D14\"]}", |
| "valid_json": true, |
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| "index": 517, |
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| "31A511", |
| "41A2", |
| "48A9863" |
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| "25I", |
| "41A2" |
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| "generated_text": "{\"iconclass-codes\": [\"25I\", \"41A2\"]}", |
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| "25I2", |
| "25H213", |
| "25F6", |
| "43C128", |
| "46C232", |
| "46C112", |
| "47D31" |
| ], |
| "predicted_codes": [ |
| "25I1", |
| "46C232", |
| "25H213", |
| "47D31", |
| "46A14", |
| "43C128", |
| "43C128(+416)", |
| "43C128(+415)" |
| ], |
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| "valid_json": true, |
| "valid_code_count": 8, |
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| "exact_match": false, |
| "hierarchical_f1": 0.8346786248131539, |
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| "code_recall": 0.5714285714285714 |
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| "gt_codes": [ |
| "31A(+89)", |
| "31D17", |
| "41D28", |
| "96", |
| "96A1821" |
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| "11H", |
| "31A(+89)", |
| "41D2661" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H\", \"31A(+89)\", \"41D2661\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "exact_match": false, |
| "hierarchical_f1": 0.494927726675427, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.2 |
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| { |
| "index": 520, |
| "gt_codes": [ |
| "11H(IGNATIUS OF ANTIOCH)", |
| "11I5" |
| ], |
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| "11H(SIGNATUS)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11H(SIGNATUS)\"]}", |
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| "valid_code_count": 1, |
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| "hierarchical_f1": 0.8165680473372781, |
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| { |
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| "25H15", |
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| "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)" |
| ], |
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| "25H114", |
| "26A", |
| "31A2748(+922)", |
| "31B6241", |
| "41A773", |
| "41C27(POT)(+0)", |
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| "46C1211", |
| "54AA46(+4)", |
| "54F12(+4)", |
| "56BB1(+4):56F2(+4)", |
| "86(INVIDIAE FORTUNA)" |
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| "index": 522, |
| "gt_codes": [ |
| "23O42", |
| "24D1(SCORPIUS)", |
| "25F715" |
| ], |
| "predicted_codes": [ |
| "25F716(LOBSTER)" |
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| "generated_text": "{\"iconclass-codes\": [\"25F716(LOBSTER)\"]}", |
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| "25H", |
| "25I", |
| "46C513" |
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| "25H", |
| "34B11", |
| "46C131" |
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| "generated_text": "{\"iconclass-codes\": [\"25H\", \"34B11\", \"46C131\"]}", |
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| "code_recall": 0.3333333333333333 |
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| "31A2422", |
| "31A534", |
| "31A5341", |
| "41D222(RUFF)", |
| "45B", |
| "45C22:41D222(HALSBERG)", |
| "61B(+52)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
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| "31A2422", |
| "45B", |
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| "61B:31A2212(+1)", |
| "61B:31D14" |
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| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"45B\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
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| "hierarchical_f1": 0.8564167725540026, |
| "code_precision": 1.0, |
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| "25H213", |
| "46C21", |
| "46C24" |
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| "46C21" |
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| "hierarchical_f1": 0.7499999999999999, |
| "code_precision": 1.0, |
| "code_recall": 0.3333333333333333 |
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| "25G3(+351)", |
| "31A61", |
| "41A1", |
| "41C32(+0)", |
| "43C114", |
| "43C1147", |
| "46C13141" |
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| "predicted_codes": [ |
| "25G3(+371)", |
| "46C131", |
| "48C7354" |
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| "generated_text": "{\"iconclass-codes\": [\"25G3(+371)\", \"46C131\", \"48C7354\"]}", |
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| "index": 527, |
| "gt_codes": [ |
| "25F26(HARE)", |
| "25F38(PARTRIDGE)", |
| "34B11", |
| "34B12", |
| "43C113" |
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| "predicted_codes": [ |
| "25F36(DUCK)", |
| "41A7751", |
| "43C113" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F36(DUCK)\", \"41A7751\", \"43C113\"]}", |
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| "valid_code_count": 3, |
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| { |
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| "gt_codes": [ |
| "11P311", |
| "11P31131", |
| "11Q71455", |
| "92I71181" |
| ], |
| "predicted_codes": [ |
| "12A43", |
| "12B61" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"12A43\", \"12B61\"]}", |
| "valid_json": true, |
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| { |
| "index": 529, |
| "gt_codes": [ |
| "25G41(ERYSIMUM CHEIRI)", |
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| "25G41(TULIP)", |
| "25G41(WALLFLOWER)", |
| "41A671", |
| "41A774" |
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| "25F711(BUTTERFLY)", |
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| "41A671", |
| "41A774" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F711(BUTTERFLY)\", \"25G41(ROSE)\", \"25G41(TULIP)\", \"41A671\", \"41A774\"]}", |
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| "valid_code_count": 5, |
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| "gt_codes": [ |
| "25G21(LEMON)", |
| "25G21(POMEGRANATE)", |
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| "41A774", |
| "41C323", |
| "41C653(LEMON)", |
| "47I4223" |
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| "predicted_codes": [ |
| "25G21(LEMON)", |
| "41C323", |
| "41C653(LEMON)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G21(LEMON)\", \"41C323\", \"41C653(LEMON)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "index": 531, |
| "gt_codes": [ |
| "11F4", |
| "11F4112", |
| "11F723", |
| "25G41(LILY)", |
| "25H", |
| "31A2421", |
| "41A4231", |
| "41D221", |
| "73", |
| "73B64" |
| ], |
| "predicted_codes": [ |
| "11F4", |
| "25G3(PALM-TREE)(+22)", |
| "25H", |
| "73B8" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11F4\", \"25G3(PALM-TREE)(+22)\", \"25H\", \"73B8\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
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| "hierarchical_f1": 0.5995669291338582, |
| "code_precision": 0.5, |
| "code_recall": 0.2 |
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| { |
| "index": 532, |
| "gt_codes": [ |
| "11F4", |
| "11F41", |
| "11F715", |
| "25G41(VIOLET)", |
| "25H", |
| "31A2422", |
| "61B(+53)" |
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| "predicted_codes": [ |
| "11F4", |
| "25G41(LILY)", |
| "31A2422", |
| "61B(+53)" |
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| "generated_text": "{\"iconclass-codes\": [\"11F4\", \"25G41(LILY)\", \"31A2422\", \"61B(+53)\"]}", |
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| "valid_code_count": 4, |
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| "index": 533, |
| "gt_codes": [ |
| "31A231", |
| "31A2422", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
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| "predicted_codes": [ |
| "31A2422", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "61B:31D14" |
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| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+53)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
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| "hierarchical_f1": 0.9754098360655737, |
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| "index": 534, |
| "gt_codes": [ |
| "81(Anonymus,Wolfdietrich)", |
| "46C514" |
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| "11D511", |
| "46A212" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11D511\", \"46A212\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
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| { |
| "index": 535, |
| "gt_codes": [ |
| "47I15(SCYTHE)" |
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| "predicted_codes": [ |
| "11P31521", |
| "47B1811" |
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| "generated_text": "{\"iconclass-codes\": [\"11P31521\", \"47B1811\"]}", |
| "valid_json": true, |
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| { |
| "index": 536, |
| "gt_codes": [ |
| "83(OVID, Metamorphoses)" |
| ], |
| "predicted_codes": [ |
| "83(OVID, Metamorphoses)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"83(OVID, Metamorphoses)\"]}", |
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| "exact_match": true, |
| "hierarchical_f1": 1.0, |
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| "index": 537, |
| "gt_codes": [ |
| "25H112(+1)" |
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| "predicted_codes": [ |
| "25H1(+1)", |
| "47I84" |
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| "generated_text": "{\"iconclass-codes\": [\"25H1(+1)\", \"47I84\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
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| "hierarchical_f1": 0.5066666666666666, |
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| "index": 538, |
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| "31A53421", |
| "49B43", |
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| "31A2421", |
| "61B(+52)", |
| "61B:31D14" |
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| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
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| "gt_codes": [ |
| "47I421" |
| ], |
| "predicted_codes": [ |
| "25F3", |
| "41A6" |
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| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"41A6\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
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| "hierarchical_f1": 0.12666666666666665, |
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| { |
| "index": 540, |
| "gt_codes": [ |
| "31A2421", |
| "31D13", |
| "61B(+52)" |
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| "predicted_codes": [ |
| "31D15:61BB", |
| "41D26611" |
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| "generated_text": "{\"iconclass-codes\": [\"31D15:61BB\", \"41D26611\"]}", |
| "valid_json": true, |
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| "hierarchical_f1": 0.38000000000000006, |
| "code_precision": 0.0, |
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| { |
| "index": 541, |
| "gt_codes": [ |
| "61B(+2)", |
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| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "hierarchical_f1": 0.687089715536105, |
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| "gt_codes": [ |
| "49G6222" |
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| "predicted_codes": [ |
| "31A25(+934)", |
| "31D14", |
| "49G6221" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A25(+934)\", \"31D14\", \"49G6221\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "hierarchical_f1": 0.4749999999999999, |
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| { |
| "index": 543, |
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| "25H1121", |
| "25I5", |
| "45C16(CANNON)", |
| "45K13", |
| "52E3", |
| "54A44", |
| "71Z(Maccabees 1:8)", |
| "86(CONSILIO ET PATIENTIA)" |
| ], |
| "predicted_codes": [ |
| "25H11", |
| "46C13142(+7)", |
| "54A8", |
| "54E42", |
| "86(CONSILIO ET PATIENTIA)" |
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| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C13142(+7)\", \"54A8\", \"54E42\", \"86(CONSILIO ET PATIENTIA)\"]}", |
| "valid_json": true, |
| "valid_code_count": 5, |
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| "code_recall": 0.125 |
| }, |
| { |
| "index": 544, |
| "gt_codes": [ |
| "25H112", |
| "45B", |
| "45C16(RIFLE)" |
| ], |
| "predicted_codes": [ |
| "25H11", |
| "31D14", |
| "31D15" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H11\", \"31D14\", \"31D15\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "hierarchical_f1": 0.285, |
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| }, |
| { |
| "index": 545, |
| "gt_codes": [ |
| "31A22210", |
| "31D14", |
| "49G2(+0)", |
| "57A6", |
| "86(DAER HEBDY 'T AL)" |
| ], |
| "predicted_codes": [ |
| "25I1", |
| "31A2711", |
| "31D14", |
| "31E236219", |
| "41C12", |
| "41C692(SPOON)", |
| "41C711(+5)", |
| "41D221(HAT)(+81)", |
| "41D223(+81)", |
| "41D231(+81)", |
| "41D233(+81)", |
| "41D263", |
| "41D267", |
| "41D27", |
| "49L8", |
| "54AA43(+4)", |
| "54BB31(+4)", |
| "54F12(+4)", |
| "86(DAER HEBDY'T AL)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I1\", \"31A2711\", \"31D14\", \"31E236219\", \"41C12\", \"41C692(SPOON)\", \"41C711(+5)\", \"41D221(HAT)(+81)\", \"41D223(+81)\", \"41D231(+81)\", \"41D233(+81)\", \"41D263\", \"41D267\", \"41D27\", \"49L8\", \"54AA43(+4)\", \"54BB31(+4)\", \"54F12(+4)\", \"86(DAER HEBDY'T AL)\"]}", |
| "valid_json": true, |
| "valid_code_count": 19, |
| "total_predicted": 19, |
| "exact_match": false, |
| "hierarchical_f1": 0.4297438633938101, |
| "code_precision": 0.05263157894736842, |
| "code_recall": 0.2 |
| }, |
| { |
| "index": 546, |
| "gt_codes": [ |
| "71P422" |
| ], |
| "predicted_codes": [ |
| "71P432" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"71P432\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
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| "hierarchical_f1": 0.8000000000000002, |
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| }, |
| { |
| "index": 547, |
| "gt_codes": [ |
| "46A14", |
| "46C13141(+75247)", |
| "46C1411", |
| "46C1422", |
| "46C1442" |
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| "46C1411" |
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| "47I213" |
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| "49M3" |
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| "47I4223" |
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| "25I142:25G3", |
| "43B42" |
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| "25G3(OAK)(+1)", |
| "46A170", |
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| "86(NEC VIRTUS NEC FIDES)" |
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| "25H17", |
| "47I2111", |
| "86(SO REIN WIE AUFZUWELLEN)" |
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| "45B", |
| "73", |
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| "61B2(WILLEM I, prins van Oranje-Nassau)11" |
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| "45C21" |
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| "86(CAVETE AB INCERTIS)", |
| "95A(ICARUS)681" |
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| "24A6", |
| "25F(+342)", |
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| "31A2762", |
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| "54E31(+4):56F2(+4)", |
| "86(AMOR OMNIA SUPERAT)" |
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| "73C721" |
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| "gt_codes": [ |
| "61B(+2)" |
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| "31A2421", |
| "31D15:61BB", |
| "61B(+52)" |
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| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+52)\"]}", |
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| "52A6" |
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| "11(+5)", |
| "11(+5):61B", |
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| "11FF4221", |
| "11H", |
| "11H(ADRIAN)", |
| "11HH(BARBARA)" |
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| "11(+5):61B", |
| "11H", |
| "73A221" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11(+5):61B\", \"11H\", \"73A221\"]}", |
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| "index": 574, |
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| "31D14", |
| "31D15", |
| "45D311", |
| "41D221(HAT)", |
| "31A235", |
| "46D3" |
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| "45B", |
| "31D14", |
| "46A212", |
| "49L7" |
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| "valid_code_count": 4, |
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| { |
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| "gt_codes": [ |
| "33A13", |
| "44B421" |
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| "45F34", |
| "61A(1702)" |
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| "generated_text": "{\"iconclass-codes\": [\"45F34\", \"61A(1702)\"]}", |
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| { |
| "index": 576, |
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| "25G21(CHERRY)", |
| "25G21(HAZELNUT)", |
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| "25G21(PEACH)", |
| "25G41(CARNATION)", |
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| "25G41(DAGSCONE)", |
| "25G41(ROSE)", |
| "41A774", |
| "41C653(PEACH)", |
| "47I4223" |
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| "predicted_codes": [ |
| "25F711(BUTTERFLY)", |
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| "25G41(DAGSCONE)", |
| "25G41(ROSE)", |
| "25G41(TULIP)", |
| "41A671", |
| "41C37", |
| "41C653(PEACH)" |
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| "valid_json": true, |
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| "total_predicted": 12, |
| "exact_match": false, |
| "hierarchical_f1": 0.8845501648610455, |
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| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(P)" |
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| "49L17", |
| "49M413", |
| "49M3", |
| "49L12(P)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(P)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
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| "exact_match": true, |
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| "code_precision": 1.0, |
| "code_recall": 1.0 |
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| { |
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| "25I1", |
| "31D15", |
| "31E3", |
| "41A1", |
| "46C14" |
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| "25I", |
| "31A(+73)", |
| "31B19", |
| "46C13141" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I\", \"31A(+73)\", \"31B19\", \"46C13141\"]}", |
| "valid_json": true, |
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| "25H114", |
| "25I", |
| "41A1", |
| "46C11" |
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| "25H114", |
| "25I" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H114\", \"25I\"]}", |
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| { |
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| "gt_codes": [ |
| "43B31", |
| "48C7521" |
| ], |
| "predicted_codes": [ |
| "41A3911", |
| "46C52" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"41A3911\", \"46C52\"]}", |
| "valid_json": true, |
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| { |
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| "gt_codes": [ |
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| "31A235", |
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| "41A36", |
| "34B2311", |
| "25F39(DOVE)(+5262)", |
| "54AA1", |
| "46A170", |
| "54BB4" |
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| "predicted_codes": [ |
| "86(DER TAUBEN NARR)", |
| "41A36", |
| "25F39(TURTLE DOVE)(+5262)", |
| "31D14", |
| "47I15(SCYTHE)", |
| "43C7146", |
| "57AA6131", |
| "57BB13" |
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| "92B58(CADUCEUS)", |
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| "46A122", |
| "48C5142", |
| "46B311", |
| "45C16(CANNON)", |
| "44D4", |
| "25F37(CRANE)", |
| "48C7352", |
| "44A3" |
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| "92D1916", |
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| "44B191", |
| "45C13(SWORD)", |
| "45C16(CANNON)", |
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| "45C16(MUSKET)", |
| "45C16(BOW AND ARROW)", |
| "45C16(RIFLE)(+63)", |
| "45C16(PISTOL)(+63)", |
| "45C16(MUSKET)(+63)", |
| "45C16(BOW AND ARROW)(+63)" |
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| "valid_json": true, |
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| "41A7751", |
| "92D1916" |
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| "92D1916" |
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| "generated_text": "{\"iconclass-codes\": [\"92D1916\"]}", |
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| "gt_codes": [ |
| "46A7" |
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| "31A25(+933)", |
| "46A7" |
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| "generated_text": "{\"iconclass-codes\": [\"31A25(+933)\", \"46A7\"]}", |
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| "31A231", |
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| "31D15:61BB", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
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| "31A235", |
| "31A2421", |
| "31D15:61BB", |
| "61B(+54)", |
| "61B:31A2212(+1)" |
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| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A2421\", \"31D15:61BB\", \"61B(+54)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
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| { |
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| "gt_codes": [ |
| "25F23(PANTHER)", |
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| "47I214(+9351)", |
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| "86(DECEIT)", |
| "86(INGANNO)" |
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| "25F42", |
| "31A27631(+921)", |
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| "43C111261", |
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| "47I2131(+95262)", |
| "54AA43(+4)", |
| "86(DECEIT)" |
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| "generated_text": "{\"iconclass-codes\": [\"25F42\", \"31A27631(+921)\", \"31D14\", \"41D283\", \"43C1(+415)\", \"43C111261\", \"43C1147\", \"47I2131(+95262)\", \"54AA43(+4)\", \"86(DECEIT)\"]}", |
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| "25F6(+63)", |
| "25H213", |
| "25I3", |
| "86(MIT DIESEN NUN GAR ANDERS)" |
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| "41A18", |
| "41C681(+0)", |
| "51BB3:51AA4", |
| "86(MIT DIESEN NUN GANZ ANDERS)" |
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| "generated_text": "{\"iconclass-codes\": [\"25F63(COD)\", \"25H17\", \"41A18\", \"41C681(+0)\", \"51BB3:51AA4\", \"86(MIT DIESEN NUN GANZ ANDERS)\"]}", |
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| "86(DREY ST\u00c4NDE/ DARINNEN DIE WELT BESTEHET)", |
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| "49MM32", |
| "47I15(FLAIL)", |
| "51A5", |
| "11A23" |
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| "86(DREY ST\u00c4NDE, DARINNEN DIE WELT BESTEHET)", |
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| "49C3", |
| "45C13(SWORD)", |
| "49MM32", |
| "44B113", |
| "44G13" |
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| "49E39311(PHIAL)", |
| "49E39312(RETORT)", |
| "49E3932", |
| "49E3952(DISTILLATION)", |
| "49E81" |
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| "predicted_codes": [ |
| "49E39312(RECEPTACULUM)", |
| "49E39312", |
| "49E81" |
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| "generated_text": "{\"iconclass-codes\": [\"49E39312(RECEPTACULUM)\", \"49E39312\", \"49E81\"]}", |
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| "gt_codes": [ |
| "48A9871", |
| "49L17" |
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| "48A9831", |
| "48C5156" |
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| "45C22", |
| "32B33(TURKS)", |
| "92D1916", |
| "48A9877", |
| "45C19(SHIELD)", |
| "46C2711", |
| "61B2(KOLUMBUS, Christoph)11" |
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| "49C3", |
| "25F6", |
| "11G1911", |
| "48A9876", |
| "61B2(COLUMBUS, Christoph)11" |
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| "gt_codes": [ |
| "46C13142", |
| "31D17" |
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| "85A(MAN, ASS AND WIFE)", |
| "46C13142" |
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| "generated_text": "{\"iconclass-codes\": [\"85A(MAN, ASS AND WIFE)\", \"46C13142\"]}", |
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| "25I1", |
| "46C112:47G52", |
| "47I21", |
| "47I228" |
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| "25H", |
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| "31D112", |
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| "41A7751", |
| "46C112:47G52", |
| "46C13141" |
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| "49H3", |
| "83(OGILBY, America)" |
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| "45H3(+3)" |
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| "generated_text": "{\"iconclass-codes\": [\"45H3(+3)\"]}", |
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| { |
| "index": 595, |
| "gt_codes": [ |
| "49M42", |
| "49M3" |
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| "25F(+342)", |
| "25FF3(HARPY)", |
| "31A2763", |
| "92B18(EAGLE)" |
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| "generated_text": "{\"iconclass-codes\": [\"25F(+342)\", \"25FF3(HARPY)\", \"31A2763\", \"92B18(EAGLE)\"]}", |
| "valid_json": true, |
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| { |
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| "25F36(GULL)", |
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| "26A", |
| "41A775" |
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| "25H13", |
| "46C24" |
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| "generated_text": "{\"iconclass-codes\": [\"25H13\", \"46C24\"]}", |
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| "index": 597, |
| "gt_codes": [ |
| "25F(+342):25F(+154)", |
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| "25H114", |
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| "25F31(+5262)", |
| "25G21(APPLE)(+34)", |
| "25G21(PEAR)(+34)", |
| "25H11", |
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| "41C653(APPLE)", |
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| "48A9876", |
| "54E31(+4)", |
| "54EE31(+4)", |
| "86(MEDICINA)" |
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| "generated_text": "{\"iconclass-codes\": [\"25F31(+5262)\", \"25G21(APPLE)(+34)\", \"25G21(PEAR)(+34)\", \"25H11\", \"25I3\", \"41A7751\", \"41C653(APPLE)\", \"41C653(PEAR)\", \"47I1111\", \"47I1421\", \"48A9844\", \"48A9857(CADUCEUS)\", \"48A9876\", \"54E31(+4)\", \"54EE31(+4)\", \"86(MEDICINA)\"]}", |
| "valid_json": true, |
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| { |
| "index": 598, |
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| "11F61", |
| "11H(JOSEPH)", |
| "11HH(ANNA)" |
| ], |
| "predicted_codes": [ |
| "11HH(CATHERINE)34" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11HH(CATHERINE)34\"]}", |
| "valid_json": true, |
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| { |
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| "25H11(+1)" |
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| "25I1", |
| "46C131" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46C131\"]}", |
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| { |
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| "31A235", |
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| "41A44(+411)", |
| "48A9821", |
| "48A9875", |
| "92D1916", |
| "92L41" |
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| "predicted_codes": [ |
| "48C162", |
| "92D1916" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48C162\", \"92D1916\"]}", |
| "valid_json": true, |
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| { |
| "index": 601, |
| "gt_codes": [ |
| "49M41", |
| "49M3" |
| ], |
| "predicted_codes": [ |
| "49M3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49M3\"]}", |
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| { |
| "index": 602, |
| "gt_codes": [ |
| "49G4" |
| ], |
| "predicted_codes": [ |
| "25I14", |
| "61E(VOORLE)", |
| "61F(GASTHUIS)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I14\", \"61E(VOORLE)\", \"61F(GASTHUIS)\"]}", |
| "valid_json": true, |
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| { |
| "index": 603, |
| "gt_codes": [ |
| "11H(...)7", |
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| "25F" |
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| "44B194", |
| "61B2(INNOZENZ <Papst, 8>)11" |
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| "46A122" |
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| "71" |
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| "86(DEUS MARIS)", |
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| "25I" |
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| "25I" |
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| "11D", |
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| "31A2422", |
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| "31A" |
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| "41A671" |
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| "generated_text": "{\"iconclass-codes\": [\"25G41(CARNATION)\", \"41A671\", \"41A773\"]}", |
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| "46B" |
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| "44G342" |
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| "73F2143" |
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| "22C8", |
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| "25I3" |
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| "41C691", |
| "42B74(2)" |
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| "46C121" |
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| "61B(+54)", |
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| "61B:31D14" |
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| "25G4(THISTLE)" |
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| "34B11" |
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| "92K1" |
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| "46C513" |
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| "49G8" |
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| "43C11481" |
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| "25G4(MISTLETOE)" |
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| "48C85" |
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| "73C832", |
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| "73D14" |
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| "11Q713", |
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| "25I" |
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| "42G:61B2(...)13" |
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| "31A24(+1)", |
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| "32B3311" |
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| "48A98312", |
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| "45C221" |
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| "11Q11", |
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| "47I2112" |
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| "49M3", |
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| "31A2421", |
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| "42B29", |
| "45C13(SWORD)", |
| "48C149" |
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| "11H(JEROME)" |
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| "48A9863" |
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| "71H83" |
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| "31F25", |
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| "45C15(ARROW)" |
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| "31D160", |
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| "33B9", |
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| "56BB1(+4):56F2(+4)", |
| "86(INVIDIA)" |
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| "25G3", |
| "48C26", |
| "42G1" |
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| "86(DIE HOFFNUNG)", |
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| "generated_text": "{\"iconclass-codes\": [\"86(DIE HOFFNUNG)\", \"49L12\", \"31A27631\", \"56B2\", \"56F2\"]}", |
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| "25G4(+15)", |
| "41A35", |
| "41A64" |
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| "25G3(LAUREL)(+27)", |
| "48C161", |
| "92B11221" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3(LAUREL)(+27)\", \"48C161\", \"92B11221\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.29160075329566854, |
| "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": [ |
| "31A2422", |
| "61B(+53)", |
| "61B:31A2212(+1)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.46594900849858356, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.18181818181818182 |
| }, |
| { |
| "index": 698, |
| "gt_codes": [ |
| "31A231", |
| "31A2421", |
| "61B(+53)", |
| "61B:31A2212(+1)", |
| "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": 0.9650711513583441, |
| "code_precision": 1.0, |
| "code_recall": 0.6 |
| }, |
| { |
| "index": 699, |
| "gt_codes": [ |
| "45C22", |
| "25H23", |
| "25H2311", |
| "31A4527(+23)", |
| "43C1(+41621)", |
| "92H4" |
| ], |
| "predicted_codes": [ |
| "24A6", |
| "25F31(+5262)", |
| "25H11", |
| "25I12", |
| "26A", |
| "31A2513(+933)", |
| "31A2711", |
| "31A4521", |
| "31AA2513(+933)", |
| "31D14", |
| "41B162", |
| "41D233(+81)", |
| "45C11(SPEAR)", |
| "45C22", |
| "45C221", |
| "46C132(+0)", |
| "46C24(+63)", |
| "92B3711", |
| "92B38(LANCE)", |
| "92B38(THUNDERBOLT)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"24A6\", \"25F31(+5262)\", \"25H11\", \"25I12\", \"26A\", \"31A2513(+933)\", \"31A2711\", \"31A4521\", \"31AA2513(+933)\", \"31D14\", \"41B162\", \"41D233(+81)\", \"45C11(SPEAR)\", \"45C22\", \"45C221\", \"46C132(+0)\", \"46C24(+63)\", \"92B3711\", \"92B38(LANCE)\", \"92B38(THUNDERBOLT)\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.527795312137387, |
| "code_precision": 0.05, |
| "code_recall": 0.16666666666666666 |
| }, |
| { |
| "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", |
| "41A31" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25I\", \"41A31\"]}", |
| "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": 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": [ |
| "86(NON QUAM CREBRO SED QUAM BENE)", |
| "41A3911", |
| "25I141", |
| "47D8(ANVIL)", |
| "47D8(HAMMER)", |
| "47C31", |
| "45C15(BOW AND ARROW)(+63)", |
| "31A233", |
| "31A2512(+933)", |
| "54E42", |
| "54F12" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"86(NON QUAM CREBRO SED QUAM BENE)\", \"41A3911\", \"25I141\", \"47D8(ANVIL)\", \"47D8(HAMMER)\", \"47C31\", \"45C15(BOW AND ARROW)(+63)\", \"31A233\", \"31A2512(+933)\", \"54E42\", \"54F12\"]}", |
| "valid_json": true, |
| "valid_code_count": 11, |
| "total_predicted": 11, |
| "exact_match": false, |
| "hierarchical_f1": 0.5626700958615852, |
| "code_precision": 0.18181818181818182, |
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| }, |
| { |
| "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": [ |
| "11C23", |
| "11Q712", |
| "11Q71454(+0)", |
| "11Q7148", |
| "11Q7311", |
| "26A", |
| "31A2331", |
| "31A2512(+931)", |
| "31A2512(+933)", |
| "31A25161", |
| "31A25163", |
| "31AA2512(+933)", |
| "31B6211", |
| "31D14", |
| "41D221(HAT)", |
| "41D263", |
| "46C215(ANCHOR)", |
| "49MM32", |
| "54E31(+4)", |
| "56F2(+4)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11C23\", \"11Q712\", \"11Q71454(+0)\", \"11Q7148\", \"11Q7311\", \"26A\", \"31A2331\", \"31A2512(+931)\", \"31A2512(+933)\", \"31A25161\", \"31A25163\", \"31AA2512(+933)\", \"31B6211\", \"31D14\", \"41D221(HAT)\", \"41D263\", \"46C215(ANCHOR)\", \"49MM32\", \"54E31(+4)\", \"56F2(+4)\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.6429491450144349, |
| "code_precision": 0.2, |
| "code_recall": 0.2857142857142857 |
| }, |
| { |
| "index": 704, |
| "gt_codes": [ |
| "31D15:61BB", |
| "61B(+53)" |
| ], |
| "predicted_codes": [ |
| "31A2421", |
| "31D15:61BB", |
| "61B(+53)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+53)\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.8847583643122676, |
| "code_precision": 0.6666666666666666, |
| "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": [ |
| "25F31(+5262)", |
| "25G11", |
| "25G13", |
| "25H11", |
| "25I12", |
| "26A", |
| "31AA2352", |
| "31AA247", |
| "31AA2512(+933)", |
| "31AA2513(+933)", |
| "31AA2621(+51)", |
| "31B6211", |
| "31D15", |
| "41C321", |
| "41C322", |
| "41C341", |
| "41C621", |
| "41D211(+82)", |
| "41D2339", |
| "41D27" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F31(+5262)\", \"25G11\", \"25G13\", \"25H11\", \"25I12\", \"26A\", \"31AA2352\", \"31AA247\", \"31AA2512(+933)\", \"31AA2513(+933)\", \"31AA2621(+51)\", \"31B6211\", \"31D15\", \"41C321\", \"41C322\", \"41C341\", \"41C621\", \"41D211(+82)\", \"41D2339\", \"41D27\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.7573525334213568, |
| "code_precision": 0.3, |
| "code_recall": 0.3 |
| }, |
| { |
| "index": 706, |
| "gt_codes": [ |
| "25F24(DEER)(+621)", |
| "25H114", |
| "43C111241" |
| ], |
| "predicted_codes": [ |
| "25F24(DEER)(+621)", |
| "25H", |
| "34B11", |
| "43C111241" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F24(DEER)(+621)\", \"25H\", \"34B11\", \"43C111241\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.7342857142857143, |
| "code_precision": 0.5, |
| "code_recall": 0.6666666666666666 |
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| { |
| "index": 707, |
| "gt_codes": [ |
| "25A" |
| ], |
| "predicted_codes": [ |
| "25A3", |
| "49H3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25A3\", \"49H3\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
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| "hierarchical_f1": 0.37999999999999995, |
| "code_precision": 0.0, |
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| { |
| "index": 708, |
| "gt_codes": [ |
| "49L171", |
| "49M413", |
| "49M3", |
| "49L12(C)" |
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| "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 |
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| { |
| "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", |
| "49L12(B)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(B)\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.9690721649484536, |
| "code_precision": 0.75, |
| "code_recall": 1.0 |
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| { |
| "index": 711, |
| "gt_codes": [ |
| "31A2422", |
| "61B(+53)", |
| "61B:31D14" |
| ], |
| "predicted_codes": [ |
| "31A24(+1)", |
| "61B(+52)", |
| "61B:31D14" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31D14\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "exact_match": false, |
| "hierarchical_f1": 0.9516666666666667, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.3333333333333333 |
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| { |
| "index": 712, |
| "gt_codes": [ |
| "31A2212", |
| "49G" |
| ], |
| "predicted_codes": [ |
| "25D13", |
| "49E39" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25D13\", \"49E39\"]}", |
| "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 |
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| { |
| "index": 713, |
| "gt_codes": [ |
| "25G3(PEAR-TREE)", |
| "25H113", |
| "25I12", |
| "26A", |
| "31E34", |
| "31E238", |
| "31000", |
| "31A236(+0)", |
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| "31A2515", |
| "31A2531", |
| "31A262", |
| "31A2711", |
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| "31A534", |
| "31AA2534", |
| "31D14", |
| "31D16(+72)", |
| "31E2355(+0)" |
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| "predicted_codes": [ |
| "25G3", |
| "25H114", |
| "25I12", |
| "31A(+79)", |
| "31A2361", |
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| "31A2511(+933)", |
| "31A2512(+933)", |
| "31A2515", |
| "31A2515(+933)", |
| "31A2516", |
| "31A2518", |
| "31A25312(+53)", |
| "31A2621(+53)", |
| "31A26211(+51)", |
| "31A2626(+53)", |
| "31B6211", |
| "31D14(+72)", |
| "31D16", |
| "41D211(+81)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H114\", \"25I12\", \"31A(+79)\", \"31A2361\", \"31A2363\", \"31A2511(+933)\", \"31A2512(+933)\", \"31A2515\", \"31A2515(+933)\", \"31A2516\", \"31A2518\", \"31A25312(+53)\", \"31A2621(+53)\", \"31A26211(+51)\", \"31A2626(+53)\", \"31B6211\", \"31D14(+72)\", \"31D16\", \"41D211(+81)\"]}", |
| "valid_json": true, |
| "valid_code_count": 20, |
| "total_predicted": 20, |
| "exact_match": false, |
| "hierarchical_f1": 0.7949811195371745, |
| "code_precision": 0.15, |
| "code_recall": 0.15 |
| }, |
| { |
| "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, |
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| "hierarchical_f1": 0.8566666666666666, |
| "code_precision": 0.6666666666666666, |
| "code_recall": 0.6666666666666666 |
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| { |
| "index": 716, |
| "gt_codes": [ |
| "43" |
| ], |
| "predicted_codes": [ |
| "43C128", |
| "47I15" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"43C128\", \"47I15\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
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| }, |
| { |
| "index": 717, |
| "gt_codes": [ |
| "11M43" |
| ], |
| "predicted_codes": [ |
| "11M42" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11M42\"]}", |
| "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": 718, |
| "gt_codes": [ |
| "25I", |
| "46C24" |
| ], |
| "predicted_codes": [ |
| "25H13", |
| "46C223" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25H13\", \"46C223\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.5700000000000001, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| }, |
| { |
| "index": 719, |
| "gt_codes": [ |
| "25G41", |
| "59A4(+11)" |
| ], |
| "predicted_codes": [ |
| "48C24", |
| "96A5(FIDES)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"48C24\", \"96A5(FIDES)\"]}", |
| "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": [ |
| "11Q713", |
| "25I", |
| "48C7334" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"11Q713\", \"25I\", \"48C7334\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
| "total_predicted": 3, |
| "exact_match": false, |
| "hierarchical_f1": 0.5161290322580645, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.14285714285714285 |
| }, |
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| "9" |
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| "86(B\u00c4UME DICH IMMER NOCH SO HOCH AUF, DU BIST DOCH DEM HIMMEL FERN)", |
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| "43A42" |
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| "25F39(DOVE)", |
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| "96B113" |
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| "25H114", |
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| "98" |
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| "12B61", |
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| "71" |
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| "generated_text": "{\"iconclass-codes\": [\"12B61\", \"45C22\", \"71\"]}", |
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| "45K27", |
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| "94C", |
| "95A(ALEXANDER THE GREAT)132" |
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| "11Q712", |
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| "46C232" |
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| "11Q712", |
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| "46C232" |
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| "61B(+52)", |
| "61B:31A2212(+1)", |
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| "31A24(+1)", |
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| "31D15" |
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| "12A523" |
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| "57AA6142", |
| "85(RANA E LUCE)", |
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| "44B1212", |
| "44B1", |
| "44B19" |
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| "61B2(FREDERIK HENDRIK)", |
| "92D1916" |
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| "92D1916" |
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| "61B:31D14" |
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| "31A2421", |
| "61B(+52)", |
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| "43A3:25I2", |
| "83(ANON., Een cluyte van Plaeyerwater)" |
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| "43A3:25I145" |
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| "41D28", |
| "47I4223", |
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| "86(POLITICUS)" |
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| "57B1" |
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| "31A2518", |
| "61B(+54)", |
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| "31A231" |
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| "49M41", |
| "49M3" |
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| "49M3" |
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| "49M13", |
| "49M3" |
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| "49M13", |
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| "31A2422", |
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| "31A2422", |
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| "25G3", |
| "43C68", |
| "31A2712" |
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| "47I2211" |
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| "45B", |
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| "31A2422", |
| "31D15:61BB", |
| "41D221(CAP)", |
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| "41D26611", |
| "48B3:61B", |
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| "25F24(HIPPOTAMUS)" |
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| "49G622" |
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| "index": 772, |
| "gt_codes": [ |
| "11P44331" |
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| "predicted_codes": [ |
| "45B" |
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| "generated_text": "{\"iconclass-codes\": [\"45B\"]}", |
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| "11H(SEVERINUS)", |
| "11Q713", |
| "11Q714113", |
| "49G231" |
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| "11H(SEVERINUS)6" |
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| "71F314" |
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| "71P4122" |
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| "41E2", |
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| "41A721", |
| "48C5142" |
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| "41A671" |
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| "41A773" |
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| "59BB3", |
| "57AA3", |
| "57BB22", |
| "54AA21", |
| "46A85", |
| "33B31(+0)" |
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| "46A17", |
| "32B311(INGLESI)(+9)", |
| "57AA611" |
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| "generated_text": "{\"iconclass-codes\": [\"46A17\", \"32B311(INGLESI)(+9)\", \"57AA611\"]}", |
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| { |
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| "gt_codes": [ |
| "48C24", |
| "92L41", |
| "92L1913", |
| "31A27331", |
| "92L17911" |
| ], |
| "predicted_codes": [ |
| "92D1916", |
| "48C24", |
| "31A559", |
| "47I4222" |
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| "generated_text": "{\"iconclass-codes\": [\"92D1916\", \"48C24\", \"31A559\", \"47I4222\"]}", |
| "valid_json": true, |
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| { |
| "index": 779, |
| "gt_codes": [ |
| "92D1916" |
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| "predicted_codes": [ |
| "25G41(ROSE)", |
| "31D112", |
| "92D1916" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25G41(ROSE)\", \"31D112\", \"92D1916\"]}", |
| "valid_json": true, |
| "valid_code_count": 3, |
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| "code_precision": 0.3333333333333333, |
| "code_recall": 1.0 |
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| { |
| "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": [ |
| "86(QUID PRODEST, QUOD NON SERVAT?)", |
| "41C321", |
| "31A2512(+933)", |
| "31A27631", |
| "51B3", |
| "51BB3" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"86(QUID PRODEST, QUOD NON SERVAT?)\", \"41C321\", \"31A2512(+933)\", \"31A27631\", \"51B3\", \"51BB3\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
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| "hierarchical_f1": 0.7090516863775734, |
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| { |
| "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": [ |
| "25A13", |
| "48A98(+2)", |
| "48A9876", |
| "49L8", |
| "92C2", |
| "92D1916" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25A13\", \"48A98(+2)\", \"48A9876\", \"49L8\", \"92C2\", \"92D1916\"]}", |
| "valid_json": true, |
| "valid_code_count": 6, |
| "total_predicted": 6, |
| "exact_match": false, |
| "hierarchical_f1": 0.5908880744290951, |
| "code_precision": 0.3333333333333333, |
| "code_recall": 0.1 |
| }, |
| { |
| "index": 782, |
| "gt_codes": [ |
| "31D15", |
| "48B3", |
| "48C51", |
| "48C5111", |
| "48C5142", |
| "48C515", |
| "48C73411" |
| ], |
| "predicted_codes": [ |
| "31A235", |
| "48C5111", |
| "48C514(+414)", |
| "48C5151" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A235\", \"48C5111\", \"48C514(+414)\", \"48C5151\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.7522494379363389, |
| "code_precision": 0.25, |
| "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)" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\"]}", |
| "valid_json": true, |
| "valid_code_count": 2, |
| "total_predicted": 2, |
| "exact_match": false, |
| "hierarchical_f1": 0.8018936495791888, |
| "code_precision": 0.5, |
| "code_recall": 0.25 |
| }, |
| { |
| "index": 785, |
| "gt_codes": [ |
| "73D58", |
| "73D641" |
| ], |
| "predicted_codes": [ |
| "73D58" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"73D58\"]}", |
| "valid_json": true, |
| "valid_code_count": 1, |
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| "exact_match": false, |
| "hierarchical_f1": 0.8795518207282913, |
| "code_precision": 1.0, |
| "code_recall": 0.5 |
| }, |
| { |
| "index": 786, |
| "gt_codes": [ |
| "31D14", |
| "25F6", |
| "41A7751", |
| "46B41" |
| ], |
| "predicted_codes": [ |
| "46B", |
| "31D15", |
| "25F6", |
| "46C1211" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"46B\", \"31D15\", \"25F6\", \"46C1211\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
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| "hierarchical_f1": 0.6642387218045113, |
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| "code_recall": 0.25 |
| }, |
| { |
| "index": 787, |
| "gt_codes": [ |
| "45K" |
| ], |
| "predicted_codes": [ |
| "25F3", |
| "48A9876(+744)", |
| "48C5156", |
| "48C524" |
| ], |
| "generated_text": "{\"iconclass-codes\": [\"25F3\", \"48A9876(+744)\", \"48C5156\", \"48C524\"]}", |
| "valid_json": true, |
| "valid_code_count": 4, |
| "total_predicted": 4, |
| "exact_match": false, |
| "hierarchical_f1": 0.16285714285714287, |
| "code_precision": 0.0, |
| "code_recall": 0.0 |
| } |
| ] |
| } |
