{ "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 }, { "index": 29, "gt_codes": [ "44C312", "44B42", "61I(CONGRESSO DI BRUXELLES)", "54AA2" ], "predicted_codes": [ "46A17", "59CC221", "48C8322" ], "generated_text": "{\"iconclass-codes\": [\"46A17\", \"59CC221\", \"48C8322\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.16571428571428573, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 30, "gt_codes": [ "11I61", "44B111" ], "predicted_codes": [ "11I62" ], "generated_text": "{\"iconclass-codes\": [\"11I62\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.5333333333333333, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 31, "gt_codes": [ "25G3(+351)", "25G3(+371)", "25H11", "25H216", "31B6235", "33A35", "34B11", "46C11", "46C131", "46C13142", "47I211", "47I221" ], "predicted_codes": [ "25H11", "46C131" ], "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C131\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6200948684777922, "code_precision": 1.0, "code_recall": 0.16666666666666666 }, { "index": 32, "gt_codes": [ "25H", "34B11", "43C114" ], "predicted_codes": [ "25H15", "34B11" ], "generated_text": "{\"iconclass-codes\": [\"25H15\", \"34B11\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.628, "code_precision": 0.5, "code_recall": 0.3333333333333333 }, { "index": 33, "gt_codes": [ "25H11", "25H114" ], "predicted_codes": [ "25H114", "31A(+73)", "31B6235", "33A35", "46C11" ], "generated_text": "{\"iconclass-codes\": [\"25H114\", \"31A(+73)\", \"31B6235\", \"33A35\", \"46C11\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.32904656319290465, "code_precision": 0.2, "code_recall": 0.5 }, { "index": 34, "gt_codes": [ "49M42", "49M3" ], "predicted_codes": [ "25F3", "41A6711" ], "generated_text": "{\"iconclass-codes\": [\"25F3\", \"41A6711\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.12666666666666665, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 35, "gt_codes": [ "46A151" ], "predicted_codes": [ "31A45", "34B11" ], "generated_text": "{\"iconclass-codes\": [\"31A45\", \"34B11\"]}", "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": 36, "gt_codes": [ "25H213", "25I", "25I1461", "31D11221", "31D12", "31D15", "31D16", "41B162", "41B4", "45B", "46C11", "46C223", "9", "96B113" ], "predicted_codes": [ "25H11", "46C112:47G52" ], "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C112:47G52\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.35624999999999996, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 37, "gt_codes": [ "31D15", "92D1916" ], "predicted_codes": [ "25H15", "31D112", "47I221" ], "generated_text": "{\"iconclass-codes\": [\"25H15\", \"31D112\", \"47I221\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.30400000000000005, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 38, "gt_codes": [ "71D1922", "73" ], "predicted_codes": [ "25H", "31D14", "31D15", "46C131" ], "generated_text": "{\"iconclass-codes\": [\"25H\", \"31D14\", \"31D15\", \"46C131\"]}", "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": 39, "gt_codes": [ "41D221(fur hat)" ], "predicted_codes": [ "31D16" ], "generated_text": "{\"iconclass-codes\": [\"31D16\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 40, "gt_codes": [ "73F412", "49L171" ], "predicted_codes": [ "11H(PAUL)", "49L171" ], "generated_text": "{\"iconclass-codes\": [\"11H(PAUL)\", \"49L171\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 41, "gt_codes": [ "25G3(+351)", "25H17", "41A17" ], "predicted_codes": [ "25G3", "26D1", "41A17" ], "generated_text": "{\"iconclass-codes\": [\"25G3\", \"26D1\", \"41A17\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.7621542940320233, "code_precision": 0.3333333333333333, "code_recall": 0.3333333333333333 }, { "index": 42, "gt_codes": [ "23R14", "25F716(CRAB)(+471)", "41B32(+1)", "43C128", "47K(+21)", "51L42:22C", "86(DURCH IHREN SCHEIN BEWOGEN)" ], "predicted_codes": [ "25F716(CRAYFISH)(+431)", "25H15", "25H213", "31A236", "31B623591", "31D14", "31E238(+0)", "41C12", "41C692(SALT)", "41C692(PEPPER)", "41C711", "41C7111", "41C7112", "41C7113", "41C7114", "41C7115", "41C7116", "41C7117", "41C7118", "41C7119" ], "generated_text": "{\"iconclass-codes\": [\"25F716(CRAYFISH)(+431)\", \"25H15\", \"25H213\", \"31A236\", \"31B623591\", \"31D14\", \"31E238(+0)\", \"41C12\", \"41C692(SALT)\", \"41C692(PEPPER)\", \"41C711\", \"41C7111\", \"41C7112\", \"41C7113\", \"41C7114\", \"41C7115\", \"41C7116\", \"41C7117\", \"41C7118\", \"41C7119\"]}", "valid_json": true, "valid_code_count": 20, "total_predicted": 20, "exact_match": false, "hierarchical_f1": 0.30840653023683606, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 43, "gt_codes": [ "48A9831" ], "predicted_codes": [ "73G491" ], "generated_text": "{\"iconclass-codes\": [\"73G491\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 44, "gt_codes": [ "11HH(HELENA)" ], "predicted_codes": [ "11HH(HELENA)" ], "generated_text": "{\"iconclass-codes\": [\"11HH(HELENA)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 45, "gt_codes": [ "73D641" ], "predicted_codes": [ "73D641" ], "generated_text": "{\"iconclass-codes\": [\"73D641\"]}", "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": 46, "gt_codes": [ "25H1" ], "predicted_codes": [ "25I3" ], "generated_text": "{\"iconclass-codes\": [\"25I3\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.4000000000000001, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 47, "gt_codes": [ "11(+5):61B", "11P315(DOMINICANS)", "61B(+52)", "73", "73D41" ], "predicted_codes": [ "11H", "73D352" ], "generated_text": "{\"iconclass-codes\": [\"11H\", \"73D352\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.39767441860465114, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 48, "gt_codes": [ "49D22" ], "predicted_codes": [ "49D22" ], "generated_text": "{\"iconclass-codes\": [\"49D22\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 49, "gt_codes": [ "31A44411", "46A122", "5(+1)" ], "predicted_codes": [ "12B13", "46A122" ], "generated_text": "{\"iconclass-codes\": [\"12B13\", \"46A122\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.4, "code_precision": 0.5, "code_recall": 0.3333333333333333 }, { "index": 50, "gt_codes": [ "31B6217", "31D15" ], "predicted_codes": [ "31A221" ], "generated_text": "{\"iconclass-codes\": [\"31A221\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.38, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 51, "gt_codes": [ "25A", "25A13", "31A235", "31F11", "41A251", "41A711", "41A7122", "41A721", "49C3", "49C32", "49M32", "61B(+55)" ], "predicted_codes": [ "25A13", "31F11", "41A711", "49L6" ], "generated_text": "{\"iconclass-codes\": [\"25A13\", \"31F11\", \"41A711\", \"49L6\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.7128095644748077, "code_precision": 0.75, "code_recall": 0.25 }, { "index": 52, "gt_codes": [ "31A2422", "31A534", "31A5341", "41D222(RUFF)", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A2422", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.8496302382908792, "code_precision": 1.0, "code_recall": 0.5714285714285714 }, { "index": 53, "gt_codes": [ "31D15", "41A1", "45B", "45B(+22)", "46C13141" ], "predicted_codes": [ "25I", "31D14", "31D15", "46C13141(+75247)", "46C13142" ], "generated_text": "{\"iconclass-codes\": [\"25I\", \"31D14\", \"31D15\", \"46C13141(+75247)\", \"46C13142\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.6132496075353218, "code_precision": 0.2, "code_recall": 0.2 }, { "index": 54, "gt_codes": [ "12B61", "12BB63", "25F(+342)", "25F23(LION)(+351)", "25I144", "25I153", "31A141", "31A2512(+932)", "31A2512(+933)", "31A2513(+933)", "31A2515(+933)", "31A25432", "31A25551", "31A26112(+51)", "31A2711", "31AA222(+89)", "31AA2513", "31AA2711", "31D11221(+89)", "31D14" ], "predicted_codes": [ "25I141", "31A2512(+933)", "31AA2763", "31D14", "31D15", "31D16", "41A141", "41A31", "41B121", "41C12", "41C321", "41C322", "41C323", "41C341", "41C342", "41C38", "41C711", "41C7110", "41D211(+82)", "41D221(+81)" ], "generated_text": "{\"iconclass-codes\": [\"25I141\", \"31A2512(+933)\", \"31AA2763\", \"31D14\", \"31D15\", \"31D16\", \"41A141\", \"41A31\", \"41B121\", \"41C12\", \"41C321\", \"41C322\", \"41C323\", \"41C341\", \"41C342\", \"41C38\", \"41C711\", \"41C7110\", \"41D211(+82)\", \"41D221(+81)\"]}", "valid_json": true, "valid_code_count": 20, "total_predicted": 20, "exact_match": false, "hierarchical_f1": 0.39733656475267215, "code_precision": 0.1, "code_recall": 0.1 }, { "index": 55, "gt_codes": [ "25H214", "41A17" ], "predicted_codes": [ "25H213", "41A17" ], "generated_text": "{\"iconclass-codes\": [\"25H213\", \"41A17\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.9500000000000001, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 56, "gt_codes": [ "11Q713", "48C73341" ], "predicted_codes": [ "11Q713", "48C162" ], "generated_text": "{\"iconclass-codes\": [\"11Q713\", \"48C162\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.7849999999999999, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 57, "gt_codes": [ "11F4", "11F4122", "11F715", "11F716", "31A2421", "41C", "61B(+52)" ], "predicted_codes": [ "11F4", "31A24(+1)", "61B(+53)" ], "generated_text": "{\"iconclass-codes\": [\"11F4\", \"31A24(+1)\", \"61B(+53)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.7927313868613138, "code_precision": 0.3333333333333333, "code_recall": 0.14285714285714285 }, { "index": 58, "gt_codes": [ "25F3", "41A772", "48C73411", "92D1916" ], "predicted_codes": [ "25G41(LILY)", "25G41(ROSE)", "31D112", "41A671", "92D1916" ], "generated_text": "{\"iconclass-codes\": [\"25G41(LILY)\", \"25G41(ROSE)\", \"31D112\", \"41A671\", \"92D1916\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.5048003942828979, "code_precision": 0.2, "code_recall": 0.25 }, { "index": 59, "gt_codes": [ "31A2211", "31A2422" ], "predicted_codes": [ "31A2422", "61B(+52)" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6428571428571429, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 60, "gt_codes": [ "11H(LAURENCE)" ], "predicted_codes": [ "11H(PAUL)" ], "generated_text": "{\"iconclass-codes\": [\"11H(PAUL)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 1.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 61, "gt_codes": [ "23E41", "23F41", "25I" ], "predicted_codes": [ "23F41", "25G3(+371)", "25H213", "26D4", "43C24" ], "generated_text": "{\"iconclass-codes\": [\"23F41\", \"25G3(+371)\", \"25H213\", \"26D4\", \"43C24\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.4706440677966101, "code_precision": 0.2, "code_recall": 0.3333333333333333 }, { "index": 62, "gt_codes": [ "73D313" ], "predicted_codes": [ "73B57" ], "generated_text": "{\"iconclass-codes\": [\"73B57\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.38, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 63, "gt_codes": [ "41A4231", "41A712", "45D311", "45D313", "48C911", "49L511", "49LL71", "49L72", "83(PLUTARCH, Parallel Lives of Illustrious Greeks and Romans)", "98B(PLUTARCH)5", "98B(POMPEY)1", "98B(STRABO, G.P.S.)5" ], "predicted_codes": [ "49B24", "61E(ROME)", "61F(COLONNA DI TRAIANO)" ], "generated_text": "{\"iconclass-codes\": [\"49B24\", \"61E(ROME)\", \"61F(COLONNA DI TRAIANO)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.15166217430368373, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 64, "gt_codes": [ "41E2", "43C512", "48C5142:48C533" ], "predicted_codes": [ "11R6", "25F72(MUSSEL)", "48C5142:48C533" ], "generated_text": "{\"iconclass-codes\": [\"11R6\", \"25F72(MUSSEL)\", \"48C5142:48C533\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.3865546218487395, "code_precision": 0.3333333333333333, "code_recall": 0.3333333333333333 }, { "index": 65, "gt_codes": [ "49L12(P)", "49L171", "73E42" ], "predicted_codes": [ "11D324", "11G1911" ], "generated_text": "{\"iconclass-codes\": [\"11D324\", \"11G1911\"]}", "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": 66, "gt_codes": [ "41D221(HAT)", "61B(+52)", "61B:31D14" ], "predicted_codes": [ "31A2422", "61B(+52)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 0.6666666666666666, "code_recall": 0.6666666666666666 }, { "index": 67, "gt_codes": [ "43A42" ], "predicted_codes": [ "43A42" ], "generated_text": "{\"iconclass-codes\": [\"43A42\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 68, "gt_codes": [ "33B1" ], "predicted_codes": [ "42D17" ], "generated_text": "{\"iconclass-codes\": [\"42D17\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 69, "gt_codes": [ "31A2421", "31D12", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A24(+1)", "61B(+52)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.8875343490045797, "code_precision": 0.6666666666666666, "code_recall": 0.4 }, { "index": 70, "gt_codes": [ "25F36(SWAN)", "42E31", "52E2(+4)", "58BB1(+4)", "86(SIBI CANIT ET ORBI)" ], "predicted_codes": [ "25F36(GOOSE)(+49)", "25H11", "48C161", "57A6(+4):54B6(+4)", "86(INGENIUM)" ], "generated_text": "{\"iconclass-codes\": [\"25F36(GOOSE)(+49)\", \"25H11\", \"48C161\", \"57A6(+4):54B6(+4)\", \"86(INGENIUM)\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.5361787709497207, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 71, "gt_codes": [ "49E39", "25G4" ], "predicted_codes": [ "25G4(Bronbeere)" ], "generated_text": "{\"iconclass-codes\": [\"25G4(Bronbeere)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 72, "gt_codes": [ "31B1", "35", "47I2112", "47I221", "48C7351", "9", "97CC64" ], "predicted_codes": [ "25H11", "47I2112", "48C7351" ], "generated_text": "{\"iconclass-codes\": [\"25H11\", \"47I2112\", \"48C7351\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.4955116696588868, "code_precision": 0.6666666666666666, "code_recall": 0.2857142857142857 }, { "index": 73, "gt_codes": [ "25H114", "46A14", "47I214", "47I221" ], "predicted_codes": [ "25H114", "31B6235", "33A35", "47I21" ], "generated_text": "{\"iconclass-codes\": [\"25H114\", \"31B6235\", \"33A35\", \"47I21\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.5590819057815845, "code_precision": 0.25, "code_recall": 0.25 }, { "index": 74, "gt_codes": [ "46C13142" ], "predicted_codes": [ "25H1(+1)", "46C131" ], "generated_text": "{\"iconclass-codes\": [\"25H1(+1)\", \"46C131\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6016666666666667, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 75, "gt_codes": [ "45C22" ], "predicted_codes": [ "45C21" ], "generated_text": "{\"iconclass-codes\": [\"45C21\"]}", "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": 76, "gt_codes": [ "25H2", "43C121" ], "predicted_codes": [ "25H1", "43C128" ], "generated_text": "{\"iconclass-codes\": [\"25H1\", \"43C128\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.75, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 77, "gt_codes": [ "86(ALSO WARDT DER HIMMEL UND DIE ERDTEN VOLLENDET)", "11A1", "71A2", "10", "11Q71444", "11P131" ], "predicted_codes": [ "86(WIE WIRD DER GIMEL UND DIE ERSTEN WOHLGEORDET)", "11C23", "71A24", "11Q0", "52B511" ], "generated_text": "{\"iconclass-codes\": [\"86(WIE WIRD DER GIMEL UND DIE ERSTEN WOHLGEORDET)\", \"11C23\", \"71A24\", \"11Q0\", \"52B511\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.5459706959706959, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 78, "gt_codes": [ "41A2", "41B21", "42B71" ], "predicted_codes": [ "41A2", "41C25" ], "generated_text": "{\"iconclass-codes\": [\"41A2\", \"41C25\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6054054054054053, "code_precision": 0.5, "code_recall": 0.3333333333333333 }, { "index": 79, "gt_codes": [ "31A2211", "61B(+2)" ], "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, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.8251106639839035, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 80, "gt_codes": [ "73D721" ], "predicted_codes": [ "73D721" ], "generated_text": "{\"iconclass-codes\": [\"73D721\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 81, "gt_codes": [ "23O11", "46C215(RUDDER)", "57A6(+4)", "86(FIDEM FATI VIRTUTE SEQUEMUR)", "92B11221" ], "predicted_codes": [ "25F(+342)", "25FF64", "25H119", "25H23", "25I12", "31A2762", "46C2822", "46C2823", "47I214(+9332)", "47I214(+934)", "54E31(+4):56F2(+4)", "56BB1(+4)", "86(AMORIS VIA EST INGENIUM)" ], "generated_text": "{\"iconclass-codes\": [\"25F(+342)\", \"25FF64\", \"25H119\", \"25H23\", \"25I12\", \"31A2762\", \"46C2822\", \"46C2823\", \"47I214(+9332)\", \"47I214(+934)\", \"54E31(+4):56F2(+4)\", \"56BB1(+4)\", \"86(AMORIS VIA EST INGENIUM)\"]}", "valid_json": true, "valid_code_count": 13, "total_predicted": 13, "exact_match": false, "hierarchical_f1": 0.3724340770791075, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 82, "gt_codes": [ "48A9876", "48C244" ], "predicted_codes": [ "48A9876", "11P31521" ], "generated_text": "{\"iconclass-codes\": [\"48A9876\", \"11P31521\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5798319327731092, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 83, "gt_codes": [ "11Q651", "31A24(+1)", "31D15:61BB", "41D222(RUFF)", "41D262", "41D26611", "46A12", "61B(+53)" ], "predicted_codes": [ "31A2421", "31D15:61BB", "41D222(RUFF)", "41D26611", "41D2665", "44B191", "48C161", "61B(+53)" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"41D222(RUFF)\", \"41D26611\", \"41D2665\", \"44B191\", \"48C161\", \"61B(+53)\"]}", "valid_json": true, "valid_code_count": 8, "total_predicted": 8, "exact_match": false, "hierarchical_f1": 0.7532500518349576, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 84, "gt_codes": [ "25F34", "25F39(HOOPOE)", "25H213(+1)" ], "predicted_codes": [ "25F34", "25F39(HOOPOE)" ], "generated_text": "{\"iconclass-codes\": [\"25F34\", \"25F39(HOOPOE)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.8847583643122676, "code_precision": 1.0, "code_recall": 0.6666666666666666 }, { "index": 85, "gt_codes": [ "25I", "41A12", "43B13", "46C112" ], "predicted_codes": [ "25I", "41A16" ], "generated_text": "{\"iconclass-codes\": [\"25I\", \"41A16\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6808290155440415, "code_precision": 0.5, "code_recall": 0.25 }, { "index": 86, "gt_codes": [ "25G3", "25H", "41A1", "46C2", "46C24" ], "predicted_codes": [ "25H", "41A17" ], "generated_text": "{\"iconclass-codes\": [\"25H\", \"41A17\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6425396825396825, "code_precision": 0.5, "code_recall": 0.2 }, { "index": 87, "gt_codes": [ "31A2421", "61B(+52)", "61B:31D14" ], "predicted_codes": [ "31A2421", "61B(+52)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 88, "gt_codes": [ "25G3", "25H" ], "predicted_codes": [ "25G3", "25H17" ], "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H17\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.7849999999999999, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 89, "gt_codes": [ "25F3" ], "predicted_codes": [ "25F3" ], "generated_text": "{\"iconclass-codes\": [\"25F3\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 90, "gt_codes": [ "25H", "45H(+22)" ], "predicted_codes": [ "25G3(+371)", "45H3", "98" ], "generated_text": "{\"iconclass-codes\": [\"25G3(+371)\", \"45H3\", \"98\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.37999999999999995, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 91, "gt_codes": [ "31A559", "31D13", "31D14", "41A191", "41A761", "45C22", "92B423" ], "predicted_codes": [ "25F3", "41A761", "9", "92C454" ], "generated_text": "{\"iconclass-codes\": [\"25F3\", \"41A761\", \"9\", \"92C454\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.35013574660633484, "code_precision": 0.25, "code_recall": 0.14285714285714285 }, { "index": 92, "gt_codes": [ "25I", "45D22(+32)", "46C24(FLUYT)", "46C24:47K", "46CC21" ], "predicted_codes": [ "25H13", "46C24" ], "generated_text": "{\"iconclass-codes\": [\"25H13\", \"46C24\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6424322230828814, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 93, "gt_codes": [ "11P31521", "11Q713", "11Q7131(CHOIR SCREEN)", "11Q71454", "11Q72", "11Q7311", "25I", "31A233", "31A415", "34B11", "41B311", "42E141", "46A151" ], "predicted_codes": [ "11Q713", "25I" ], "generated_text": "{\"iconclass-codes\": [\"11Q713\", \"25I\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6064585287417928, "code_precision": 1.0, "code_recall": 0.15384615384615385 }, { "index": 94, "gt_codes": [ "33C23", "25H13", "11G", "46E1", "46E221", "25F72(SNAIL)" ], "predicted_codes": [ "25F3", "46A122", "92B18(EAGLE)", "44B113", "44B1511", "44B152", "44B19" ], "generated_text": "{\"iconclass-codes\": [\"25F3\", \"46A122\", \"92B18(EAGLE)\", \"44B113\", \"44B1511\", \"44B152\", \"44B19\"]}", "valid_json": true, "valid_code_count": 7, "total_predicted": 7, "exact_match": false, "hierarchical_f1": 0.26780185758513925, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 95, "gt_codes": [ "31A235", "31D15:61BB", "61B(+54)" ], "predicted_codes": [ "31A235", "31A2422", "31D15:61BB", "61B(+54)", "61B:31A2212(+1)" ], "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A2422\", \"31D15:61BB\", \"61B(+54)\", \"61B:31A2212(+1)\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.9281886387995713, "code_precision": 0.6, "code_recall": 1.0 }, { "index": 96, "gt_codes": [ "25G3", "25H213" ], "predicted_codes": [ "25G3", "25H192" ], "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H192\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.8000000000000002, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 97, "gt_codes": [ "11H(JOHN CHRYSOSTOM)36" ], "predicted_codes": [ "73B65" ], "generated_text": "{\"iconclass-codes\": [\"73B65\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 98, "gt_codes": [ "12CC13(ISIS)", "20" ], "predicted_codes": [ "24B1", "92C3" ], "generated_text": "{\"iconclass-codes\": [\"24B1\", \"92C3\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.095, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 99, "gt_codes": [ "11Q712", "22C8", "25H17:41D422", "25I", "25I5", "41A17", "41D427", "47D31", "47I1421" ], "predicted_codes": [ "11Q712", "25H", "25I" ], "generated_text": "{\"iconclass-codes\": [\"11Q712\", \"25H\", \"25I\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.5167934782608694, "code_precision": 0.6666666666666666, "code_recall": 0.2222222222222222 }, { "index": 100, "gt_codes": [ "25F711", "25F711(BUTTERFLY)", "41A671", "48C24" ], "predicted_codes": [ "25G41(ANEMONE)", "25G41(CARNATION)", "25G41(CONVOLVULUS)", "25G41(DAGSCONE)", "25G41(HOLLYHOCK)", "25G41(MARIGOLD)", "25G41(PANSY)", "25G41(SUNFLOWER)", "25G41(TULIP)", "25G411(HYACINTH)", "41A671", "48C24:61B(+52)" ], "generated_text": "{\"iconclass-codes\": [\"25G41(ANEMONE)\", \"25G41(CARNATION)\", \"25G41(CONVOLVULUS)\", \"25G41(DAGSCONE)\", \"25G41(HOLLYHOCK)\", \"25G41(MARIGOLD)\", \"25G41(PANSY)\", \"25G41(SUNFLOWER)\", \"25G41(TULIP)\", \"25G411(HYACINTH)\", \"41A671\", \"48C24:61B(+52)\"]}", "valid_json": true, "valid_code_count": 12, "total_predicted": 12, "exact_match": false, "hierarchical_f1": 0.5523139662756598, "code_precision": 0.08333333333333333, "code_recall": 0.25 }, { "index": 101, "gt_codes": [ "12A751", "49B24" ], "predicted_codes": [ "11P31521", "49C3" ], "generated_text": "{\"iconclass-codes\": [\"11P31521\", \"49C3\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.28500000000000003, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 102, "gt_codes": [ "31D15" ], "predicted_codes": [ "31A231", "31D15" ], "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31D15\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.8165680473372781, "code_precision": 0.5, "code_recall": 1.0 }, { "index": 103, "gt_codes": [ "25H213", "25I41" ], "predicted_codes": [ "25H213", "47D31" ], "generated_text": "{\"iconclass-codes\": [\"25H213\", \"47D31\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5798319327731092, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 104, "gt_codes": [ "32A5", "48C62" ], "predicted_codes": [ "61B2(LEONE, Gino)(+4)" ], "generated_text": "{\"iconclass-codes\": [\"61B2(LEONE, Gino)(+4)\"]}", "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": 105, "gt_codes": [ "25G4(Anis)" ], "predicted_codes": [ "25G4(Cumin)" ], "generated_text": "{\"iconclass-codes\": [\"25G4(Cumin)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 1.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 106, "gt_codes": [ "31A235", "31A2422", "31A5331", "41A251", "41A422", "41A711", "41A7122", "41C37", "41D212", "41D222(JABOT)", "41D2664", "49L511", "49L62", "49L7", "49M32", "61B(+55)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A235", "31A2421", "61B(+55)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A2421\", \"61B(+55)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.4636180174362286, "code_precision": 0.75, "code_recall": 0.16666666666666666 }, { "index": 107, "gt_codes": [ "31A2422", "61B(+52)", "61B:31D14" ], "predicted_codes": [ "31A24(+1)", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.9454808857552054, "code_precision": 0.5, "code_recall": 0.6666666666666666 }, { "index": 108, "gt_codes": [ "11Q713", "11Q71454", "48C24" ], "predicted_codes": [ "11G", "48C24" ], "generated_text": "{\"iconclass-codes\": [\"11G\", \"48C24\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6341514360313316, "code_precision": 0.5, "code_recall": 0.3333333333333333 }, { "index": 109, "gt_codes": [ "73D415" ], "predicted_codes": [ "25I1", "46C131", "48A9876", "45F4" ], "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46C131\", \"48A9876\", \"45F4\"]}", "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": 110, "gt_codes": [ "25G21(GOURD)", "25G41(ROSE)", "31A559", "33C23", "47I221", "47I2213", "83(HOOFT, Granida)" ], "predicted_codes": [ "25G41(ROSE)", "31A(+89)", "31D12", "31D13", "47I221", "61B(+55)" ], "generated_text": "{\"iconclass-codes\": [\"25G41(ROSE)\", \"31A(+89)\", \"31D12\", \"31D13\", \"47I221\", \"61B(+55)\"]}", "valid_json": true, "valid_code_count": 6, "total_predicted": 6, "exact_match": false, "hierarchical_f1": 0.5813637756665645, "code_precision": 0.3333333333333333, "code_recall": 0.2857142857142857 }, { "index": 111, "gt_codes": [ "49L17", "49M413", "49M3", "49L12(N)" ], "predicted_codes": [ "49L17", "49M413", "49M3", "49L12(H)" ], "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(H)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 1.0, "code_precision": 0.75, "code_recall": 0.75 }, { "index": 112, "gt_codes": [ "48C149", "61E(ROMA)", "61F(COLOSSEO)", "48A72" ], "predicted_codes": [ "48C149", "61E(ROMA)", "61F(COLOSSEO)" ], "generated_text": "{\"iconclass-codes\": [\"48C149\", \"61E(ROMA)\", \"61F(COLOSSEO)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.9159891598915989, "code_precision": 1.0, "code_recall": 0.75 }, { "index": 113, "gt_codes": [ "86(CLARIUS INDE MICAT)", "24A81", "25D11(DIAMOND)", "22C5", "11A2", "11M31" ], "predicted_codes": [ "86(CLARIUS INDE MICAT)", "41A51", "24A81", "31B6214", "11R" ], "generated_text": "{\"iconclass-codes\": [\"86(CLARIUS INDE MICAT)\", \"41A51\", \"24A81\", \"31B6214\", \"11R\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.49930069930069937, "code_precision": 0.4, "code_recall": 0.3333333333333333 }, { "index": 114, "gt_codes": [ "49C212", "52" ], "predicted_codes": [ "49C212", "49D36" ], "generated_text": "{\"iconclass-codes\": [\"49C212\", \"49D36\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5798319327731092, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 115, "gt_codes": [ "25F33(EAGLE)(+5262)", "25H114", "25I2", "25I6", "31A22210", "46C2322", "73D83", "86(SIC ALOR)" ], "predicted_codes": [ "25F33(EAGLE)(+51)", "25H214", "25I6", "31A221(+933)", "31AA2763", "46C112:47G52", "46C232", "86(SIC ALOR)" ], "generated_text": "{\"iconclass-codes\": [\"25F33(EAGLE)(+51)\", \"25H214\", \"25I6\", \"31A221(+933)\", \"31AA2763\", \"46C112:47G52\", \"46C232\", \"86(SIC ALOR)\"]}", "valid_json": true, "valid_code_count": 8, "total_predicted": 8, "exact_match": false, "hierarchical_f1": 0.7786860482579094, "code_precision": 0.25, "code_recall": 0.25 }, { "index": 116, "gt_codes": [ "73B57" ], "predicted_codes": [ "73B57" ], "generated_text": "{\"iconclass-codes\": [\"73B57\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 117, "gt_codes": [ "49B24" ], "predicted_codes": [ "49B21", "49L5" ], "generated_text": "{\"iconclass-codes\": [\"49B21\", \"49L5\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.679136690647482, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 118, "gt_codes": [ "41A775", "45C11(SPEAR)", "45C16(CANNON)", "45C221", "92D1916" ], "predicted_codes": [ "45C16(CANNON)", "92D1916" ], "generated_text": "{\"iconclass-codes\": [\"45C16(CANNON)\", \"92D1916\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.8317757009345794, "code_precision": 1.0, "code_recall": 0.4 }, { "index": 119, "gt_codes": [ "25H" ], "predicted_codes": [ "25G3", "41A671" ], "generated_text": "{\"iconclass-codes\": [\"25G3\", \"41A671\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.2533333333333333, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 120, "gt_codes": [ "49M3" ], "predicted_codes": [ "49M3" ], "generated_text": "{\"iconclass-codes\": [\"49M3\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 121, "gt_codes": [ "34B11", "31D14(+72)", "31D14(+9321)" ], "predicted_codes": [ "31D14(+72)", "31D14(+9321)" ], "generated_text": "{\"iconclass-codes\": [\"31D14(+72)\", \"31D14(+9321)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.8461538461538461, "code_precision": 1.0, "code_recall": 0.6666666666666666 }, { "index": 122, "gt_codes": [ "11Q7121(TOWER)", "25H2", "25I2", "43C128" ], "predicted_codes": [ "25I1461" ], "generated_text": "{\"iconclass-codes\": [\"25I1461\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.33529411764705885, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 123, "gt_codes": [ "49D22" ], "predicted_codes": [ "49D22" ], "generated_text": "{\"iconclass-codes\": [\"49D22\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 124, "gt_codes": [ "25H132", "41D263" ], "predicted_codes": [ "25H13(+1)", "46C513" ], "generated_text": "{\"iconclass-codes\": [\"25H13(+1)\", \"46C513\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5275, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 125, "gt_codes": [ "25F35(PARROT)", "25G21(APRICOT)", "25G21(FIG)", "25G21(LEMON)", "25G21(MELON)", "25G21(POMEGRANATE)", "25G21(PRUNE)", "25G21(RED CURRANT)", "41A7751", "41C653", "41C653(LEMON)", "41C653(PRUNE)", "47I422", "47I4222" ], "predicted_codes": [ "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, "total_predicted": 2, "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, "code_recall": 0.0 }, { "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, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 129, "gt_codes": [ "71A2", "71A22" ], "predicted_codes": [ "24A6", "10" ], "generated_text": "{\"iconclass-codes\": [\"24A6\", \"10\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 130, "gt_codes": [ "25F25(ELEPHANT)", "25I", "25I13", "34E22", "43B7" ], "predicted_codes": [ "25F25(ELEPHANT)", "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, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.16, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 132, "gt_codes": [ "33A52", "46A71" ], "predicted_codes": [ "31A254" ], "generated_text": "{\"iconclass-codes\": [\"31A254\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.12666666666666665, "code_precision": 0.0, "code_recall": 0.0 }, { "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, "hierarchical_f1": 0.9409082125603864, "code_precision": 0.09090909090909091, "code_recall": 0.25 }, { "index": 134, "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, "total_predicted": 3, "exact_match": false, "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, "total_predicted": 20, "exact_match": false, "hierarchical_f1": 0.5764787510841283, "code_precision": 0.25, "code_recall": 0.25 }, { "index": 136, "gt_codes": [ "25H114", "31EE2346", "45C13(SWORD)", "45C19(SHIELD)", "45C15(ARROW)", "45C22", "45C23", "53C11(+4)", "56E3(+22)", "56F2(+22)", "56F2(+4)", "86(NEMO ADEO FERUS EST, QUI NON MITESCERE POSSIT)", "92B46", "92B48(ARMOUR)", "92B48(SHIELD)", "92B48(SWORD)", "92D151", "92D18(QUIVER)" ], "predicted_codes": [ "25F42", "31A27631(+921)", "31D14", "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, "valid_code_count": 6, "total_predicted": 6, "exact_match": false, "hierarchical_f1": 0.3986564299424184, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 137, "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, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.7146529562982006, "code_precision": 0.4, "code_recall": 1.0 }, { "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, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.47655737704918033, "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, "total_predicted": 3, "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, "total_predicted": 3, "exact_match": false, "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, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 146, "gt_codes": [ "31A231", "31A2422", "61B(+53)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A2422", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.8899719887955181, "code_precision": 0.75, "code_recall": 0.75 }, { "index": 147, "gt_codes": [ "31D112", "42G:61B2(...)13", "61B(+53)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A(+73)", "42G:61B2(...)13", "92D1916" ], "generated_text": "{\"iconclass-codes\": [\"31A(+73)\", \"42G:61B2(...)13\", \"92D1916\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.39428571428571424, "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, "exact_match": false, "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, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 151, "gt_codes": [ "31A231", "31A2421", "45C21", "61B(+53)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A24(+1)", "61B(+52)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.8407047991526114, "code_precision": 0.3333333333333333, "code_recall": 0.16666666666666666 }, { "index": 152, "gt_codes": [ "33B41", "96D(SABINE WOMEN)61", "98" ], "predicted_codes": [ "31D15", "42B7", "98" ], "generated_text": "{\"iconclass-codes\": [\"31D15\", \"42B7\", \"98\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.42934362934362935, "code_precision": 0.3333333333333333, "code_recall": 0.3333333333333333 }, { "index": 153, "gt_codes": [ "73C221", "73C222", "73C223" ], "predicted_codes": [ "71E3243", "71E3241" ], "generated_text": "{\"iconclass-codes\": [\"71E3243\", \"71E3241\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.19000000000000003, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 154, "gt_codes": [ "92D1916", "48A98311", "25G41", "48A9875", "61B2(PFEFFERKORN, Johannes)11" ], "predicted_codes": [ "11G", "48A9876", "48C5156", "48A9832", "61B2(ERASMUS )11" ], "generated_text": "{\"iconclass-codes\": [\"11G\", \"48A9876\", \"48C5156\", \"48A9832\", \"61B2(ERASMUS )11\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.6078791973791973, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 155, "gt_codes": [ "31D14", "45H3", "25G3", "46C131", "45F4", "44B132", "53CC1" ], "predicted_codes": [ "45B", "25H13", "46A124", "48C5156", "45F34", "45D21" ], "generated_text": "{\"iconclass-codes\": [\"45B\", \"25H13\", \"46A124\", \"48C5156\", \"45F34\", \"45D21\"]}", "valid_json": true, "valid_code_count": 6, "total_predicted": 6, "exact_match": false, "hierarchical_f1": 0.3207369942196531, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 156, "gt_codes": [ "31A2422", "31D13", "31D15:61BB", "61B(+53)" ], "predicted_codes": [ "31A2422", "31D15:61BB", "61B(+52)" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D15:61BB\", \"61B(+52)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.9690721649484536, "code_precision": 0.6666666666666666, "code_recall": 0.5 }, { "index": 157, "gt_codes": [ "31A235", "31A24(+1)", "61B(+54)", "61B:31A2212(+1)" ], "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, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.9408479920345171, "code_precision": 0.3333333333333333, "code_recall": 0.25 }, { "index": 158, "gt_codes": [ "41A12", "61F(GROENEWOUDE)" ], "predicted_codes": [ "41A12", "61F(HUIS GROENEWOUD)" ], "generated_text": "{\"iconclass-codes\": [\"41A12\", \"61F(HUIS GROENEWOUD)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 1.0, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 159, "gt_codes": [ "34B11", "47I213", "47I221", "47I2211" ], "predicted_codes": [ "25I", "31D14", "46C13141" ], "generated_text": "{\"iconclass-codes\": [\"25I\", \"31D14\", \"46C13141\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.15519379844961242, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 160, "gt_codes": [ "44B1", "46A12", "45C21" ], "predicted_codes": [ "45C21", "46A12", "48A9876", "61B2(HERZOG, Heinrich)11" ], "generated_text": "{\"iconclass-codes\": [\"45C21\", \"46A12\", \"48A9876\", \"61B2(HERZOG, Heinrich)11\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.6257142857142858, "code_precision": 0.5, "code_recall": 0.6666666666666666 }, { "index": 161, "gt_codes": [ "11M42", "11M44", "25H", "25I", "44G0", "44G112", "46C13141", "46C1463", "54A2", "92D1916" ], "predicted_codes": [ "11M44", "25A13", "25F23(ERMINE)(+351)", "26A", "31D15:61BB", "41B32", "41C7111", "44A1(+4)", "44B192", "45C13(SWORD)", "45C221", "46A122", "48C161", "48C7352", "48C741", "48C75", "48C755", "5(+1)" ], "generated_text": "{\"iconclass-codes\": [\"11M44\", \"25A13\", \"25F23(ERMINE)(+351)\", \"26A\", \"31D15:61BB\", \"41B32\", \"41C7111\", \"44A1(+4)\", \"44B192\", \"45C13(SWORD)\", \"45C221\", \"46A122\", \"48C161\", \"48C7352\", \"48C741\", \"48C75\", \"48C755\", \"5(+1)\"]}", "valid_json": true, "valid_code_count": 18, "total_predicted": 18, "exact_match": false, "hierarchical_f1": 0.34190387307512843, "code_precision": 0.05555555555555555, "code_recall": 0.1 }, { "index": 162, "gt_codes": [ "11K", "31A233", "31B1", "31D14", "31D15" ], "predicted_codes": [ "31D15", "42E131" ], "generated_text": "{\"iconclass-codes\": [\"31D15\", \"42E131\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5059288537549407, "code_precision": 0.5, "code_recall": 0.2 }, { "index": 163, "gt_codes": [ "86(HOMO HOMINI DEUS)", "25I144", "25I154", "59B31", "59B4", "11N36", "92D17", "55B1", "31D14", "33A53", "56F231" ], "predicted_codes": [ "86(HOMO HOMINI DEUS)", "12B61", "73C935", "46A16" ], "generated_text": "{\"iconclass-codes\": [\"86(HOMO HOMINI DEUS)\", \"12B61\", \"73C935\", \"46A16\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.16, "code_precision": 0.25, "code_recall": 0.09090909090909091 }, { "index": 164, "gt_codes": [ "92A" ], "predicted_codes": [ "25F3", "41C68" ], "generated_text": "{\"iconclass-codes\": [\"25F3\", \"41C68\"]}", "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": 165, "gt_codes": [ "31A2421", "31D12", "45B", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A2421", "45B", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"45B\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.9455184534270651, "code_precision": 1.0, "code_recall": 0.8333333333333334 }, { "index": 166, "gt_codes": [ "73B633", "73B641" ], "predicted_codes": [ "73D15", "48C7321" ], "generated_text": "{\"iconclass-codes\": [\"73D15\", \"48C7321\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.2533333333333333, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 167, "gt_codes": [ "44C312" ], "predicted_codes": [ "11P31521", "46B931" ], "generated_text": "{\"iconclass-codes\": [\"11P31521\", \"46B931\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.13333333333333333, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 168, "gt_codes": [ "11D124", "11Q15", "25F23(LION)", "73D231", "73D633", "73E422" ], "predicted_codes": [ "73D641" ], "generated_text": "{\"iconclass-codes\": [\"73D641\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.4363636363636363, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 169, "gt_codes": [ "31D14", "31D15", "48C755", "61B(+52)" ], "predicted_codes": [ "31A24(+1)", "31D15", "48C7351", "61B(+52)" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D15\", \"48C7351\", \"61B(+52)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.8370238095238095, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 170, "gt_codes": [ "25F23(LION)", "23U24", "11R5", "25A13", "11D131", "48C24", "48C16", "24D", "49E11", "24B21" ], "predicted_codes": [ "11M42", "73D82(CROSS)", "11G1911", "11Q7141", "11F61", "11H(CHRISTOPHER)51" ], "generated_text": "{\"iconclass-codes\": [\"11M42\", \"73D82(CROSS)\", \"11G1911\", \"11Q7141\", \"11F61\", \"11H(CHRISTOPHER)51\"]}", "valid_json": true, "valid_code_count": 6, "total_predicted": 6, "exact_match": false, "hierarchical_f1": 0.1225806451612903, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 171, "gt_codes": [ "11P3113", "11Q7146", "31A2422", "31A5341", "31D12", "41D221", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A2422", "61B(+52)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.7034035656401945, "code_precision": 1.0, "code_recall": 0.3333333333333333 }, { "index": 172, "gt_codes": [ "25H1321" ], "predicted_codes": [ "25H132", "46C513" ], "generated_text": "{\"iconclass-codes\": [\"25H132\", \"46C513\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6016666666666667, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 173, "gt_codes": [ "46C24", "25H2322" ], "predicted_codes": [ "46C24", "25H2322" ], "generated_text": "{\"iconclass-codes\": [\"46C24\", \"25H2322\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 174, "gt_codes": [ "48B3:61B", "48C51", "48C5152", "48C5153", "61B(+55)", "61B:31D14" ], "predicted_codes": [ "31A231", "48B3:61B", "61B(+55)" ], "generated_text": "{\"iconclass-codes\": [\"31A231\", \"48B3:61B\", \"61B(+55)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.6415910073497622, "code_precision": 0.6666666666666666, "code_recall": 0.3333333333333333 }, { "index": 175, "gt_codes": [ "48A98211", "42E34" ], "predicted_codes": [ "46A122", "48C24", "48A9875", "48A9831" ], "generated_text": "{\"iconclass-codes\": [\"46A122\", \"48C24\", \"48A9875\", \"48A9831\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.5479271070615034, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 176, "gt_codes": [ "11L61", "25I11", "32B311(ROMANS)", "33A11", "46B3311", "46B51", "46C22", "46C24(+64)", "47B11(+12)", "47B11(+21)", "47B131", "47G3", "47G311", "47G52", "61E(JANICULUM)", "61E(SATURNIA)", "61F(VICUS ARGENTARIUS)", "91B1115", "96A1251" ], "predicted_codes": [ "71E3243", "71E325" ], "generated_text": "{\"iconclass-codes\": [\"71E3243\", \"71E325\"]}", "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": 177, "gt_codes": [ "11C14", "71C11824(+0)" ], "predicted_codes": [ "71C3224" ], "generated_text": "{\"iconclass-codes\": [\"71C3224\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.37999999999999995, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 178, "gt_codes": [ "31A2521", "48B3:61B", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A24(+1)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.7579458147998382, "code_precision": 0.5, "code_recall": 0.25 }, { "index": 179, "gt_codes": [ "49M42", "49M3" ], "predicted_codes": [ "49M42", "48AA983", "49M3" ], "generated_text": "{\"iconclass-codes\": [\"49M42\", \"48AA983\", \"49M3\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.8439306358381503, "code_precision": 0.6666666666666666, "code_recall": 1.0 }, { "index": 180, "gt_codes": [ "43A42" ], "predicted_codes": [ "46A124", "92D1916" ], "generated_text": "{\"iconclass-codes\": [\"46A124\", \"92D1916\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.12666666666666665, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 181, "gt_codes": [ "41D221(HAT)", "48", "48C2", "48C514", "54BB2", "55C11", "86(VIEL ZIERDE, WENIG NUTZEN)" ], "predicted_codes": [ "31A511", "48C24", "48C510:61B2(...)1", "48C5142", "48C524", "49G21(+0)", "57AA644", "86(VIEL ZIERDE, WENIG NUTZEN)" ], "generated_text": "{\"iconclass-codes\": [\"31A511\", \"48C24\", \"48C510:61B2(...)1\", \"48C5142\", \"48C524\", \"49G21(+0)\", \"57AA644\", \"86(VIEL ZIERDE, WENIG NUTZEN)\"]}", "valid_json": true, "valid_code_count": 8, "total_predicted": 8, "exact_match": false, "hierarchical_f1": 0.5501456859971711, "code_precision": 0.125, "code_recall": 0.14285714285714285 }, { "index": 182, "gt_codes": [ "31D11222", "41A721", "41D2665", "42B742", "42G:61B2(...)13" ], "predicted_codes": [ "31A235", "31D112:61B2(...)1", "42G:61B2(...)13" ], "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31D112:61B2(...)1\", \"42G:61B2(...)13\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.6265109536082474, "code_precision": 0.3333333333333333, "code_recall": 0.2 }, { "index": 183, "gt_codes": [ "92C455" ], "predicted_codes": [ "92C454" ], "generated_text": "{\"iconclass-codes\": [\"92C454\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.9, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 184, "gt_codes": [ "25I3", "41D42" ], "predicted_codes": [ "25I3" ], "generated_text": "{\"iconclass-codes\": [\"25I3\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 1.0, "code_recall": 0.5 }, { "index": 185, "gt_codes": [ "31A231", "31A2422", "61B(+53)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A2422", "61B(+53)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"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": 186, "gt_codes": [ "86(VULPES, ET SIMIUS)", "25F23(LION)", "25F22(+343)", "25F23(FOX)", "52A2", "51A5" ], "predicted_codes": [ "86(VULPES, ET SIMIUS)", "25F23(LION)(+1)", "25F23(FOX)(+1)", "25F22(+1)", "44B1", "57A6", "54E42" ], "generated_text": "{\"iconclass-codes\": [\"86(VULPES, ET SIMIUS)\", \"25F23(LION)(+1)\", \"25F23(FOX)(+1)\", \"25F22(+1)\", \"44B1\", \"57A6\", \"54E42\"]}", "valid_json": true, "valid_code_count": 7, "total_predicted": 7, "exact_match": false, "hierarchical_f1": 0.6760938046902346, "code_precision": 0.14285714285714285, "code_recall": 0.16666666666666666 }, { "index": 187, "gt_codes": [ "49L171", "49M413", "49M3", "49L12(O)" ], "predicted_codes": [ "49L171", "49M413", "49M3", "49L12(O)" ], "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(O)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 188, "gt_codes": [ "48A98312" ], "predicted_codes": [ "48A98312", "48A9875" ], "generated_text": "{\"iconclass-codes\": [\"48A98312\", \"48A9875\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.9623865110246433, "code_precision": 0.5, "code_recall": 1.0 }, { "index": 189, "gt_codes": [ "41B162", "41B23(+0)", "41C12", "41C74", "41C74(+1)", "41C741" ], "predicted_codes": [ "31A254", "31B6235", "33A35", "41C74(+1)", "41C741", "41D221(HAT)", "41D221(CAP)" ], "generated_text": "{\"iconclass-codes\": [\"31A254\", \"31B6235\", \"33A35\", \"41C74(+1)\", \"41C741\", \"41D221(HAT)\", \"41D221(CAP)\"]}", "valid_json": true, "valid_code_count": 7, "total_predicted": 7, "exact_match": false, "hierarchical_f1": 0.5176470588235295, "code_precision": 0.2857142857142857, "code_recall": 0.3333333333333333 }, { "index": 190, "gt_codes": [ "31A231", "31A2421", "45B", "61B(+54)", "61B:31D14" ], "predicted_codes": [ "31A231", "45B", "61B(+54)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A231\", \"45B\", \"61B(+54)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.9754098360655737, "code_precision": 1.0, "code_recall": 0.8 }, { "index": 191, "gt_codes": [ "32A5", "54F122" ], "predicted_codes": [ "46A17", "32A5" ], "generated_text": "{\"iconclass-codes\": [\"46A17\", \"32A5\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 192, "gt_codes": [ "44B113", "61B2(GOTTFRIED V OF BOUILLON, DUKE OF LOWER-LOTHARINGIA, KING OF JERUSALEM)" ], "predicted_codes": [ "49C3", "61B2(HEINRICH )" ], "generated_text": "{\"iconclass-codes\": [\"49C3\", \"61B2(HEINRICH )\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.595, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 193, "gt_codes": [ "25H17", "25I2", "46A14", "46C1215", "46C145", "47D31", "51LL1", "54DD4:51K1", "86(INVENTIS NON FACILE EST ADDERE)" ], "predicted_codes": [ "25I1", "47D31", "46C145", "51E11(+4)", "86(INVENTIS NON FACILE EST ADDERE)" ], "generated_text": "{\"iconclass-codes\": [\"25I1\", \"47D31\", \"46C145\", \"51E11(+4)\", \"86(INVENTIS NON FACILE EST ADDERE)\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.7076684740511232, "code_precision": 0.6, "code_recall": 0.3333333333333333 }, { "index": 194, "gt_codes": [ "25F22", "34E3" ], "predicted_codes": [ "25F22" ], "generated_text": "{\"iconclass-codes\": [\"25F22\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 1.0, "code_recall": 0.5 }, { "index": 195, "gt_codes": [ "46A12", "48C5142", "41B31", "48A9875", "31A511", "41A222", "41C51" ], "predicted_codes": [ "41A2", "46A12", "48C5142", "41B311", "41A711", "41C3", "41A44" ], "generated_text": "{\"iconclass-codes\": [\"41A2\", \"46A12\", \"48C5142\", \"41B311\", \"41A711\", \"41C3\", \"41A44\"]}", "valid_json": true, "valid_code_count": 7, "total_predicted": 7, "exact_match": false, "hierarchical_f1": 0.7057394366197184, "code_precision": 0.2857142857142857, "code_recall": 0.2857142857142857 }, { "index": 196, "gt_codes": [ "25I146", "31A(+89)", "31D112", "73", "73B633" ], "predicted_codes": [ "25H", "31A(+89)", "41C621", "71" ], "generated_text": "{\"iconclass-codes\": [\"25H\", \"31A(+89)\", \"41C621\", \"71\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.4117575757575757, "code_precision": 0.25, "code_recall": 0.2 }, { "index": 197, "gt_codes": [ "41A31", "43C11491", "61F(JAGDSCHLOSS LANGELEBEN)" ], "predicted_codes": [ "41A16", "48C1425" ], "generated_text": "{\"iconclass-codes\": [\"41A16\", \"48C1425\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.316, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 198, "gt_codes": [ "11D", "31D15", "41A3911", "73", "73C72212" ], "predicted_codes": [ "25H15", "31D14", "31D15" ], "generated_text": "{\"iconclass-codes\": [\"25H15\", \"31D14\", \"31D15\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.3, "code_precision": 0.3333333333333333, "code_recall": 0.2 }, { "index": 199, "gt_codes": [ "31E23621", "42E191", "44F51", "44G342" ], "predicted_codes": [ "49L645" ], "generated_text": "{\"iconclass-codes\": [\"49L645\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.1697841726618705, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 200, "gt_codes": [ "31A2421", "31A5331", "48A811", "61B(+2)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A2421", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.8679245283018867, "code_precision": 0.75, "code_recall": 0.5 }, { "index": 201, "gt_codes": [ "31A231", "31A2421", "31D13", "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": 0.9495798319327731, "code_precision": 1.0, "code_recall": 0.6 }, { "index": 202, "gt_codes": [ "22C3114", "25F33(EAGLE)(+1)", "25G3(LAUREL)(+221)", "31D12", "48A9877" ], "predicted_codes": [ "25F39(DOVE)", "48A98(+2)", "48A9876", "92B11221" ], "generated_text": "{\"iconclass-codes\": [\"25F39(DOVE)\", \"48A98(+2)\", \"48A9876\", \"92B11221\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.5419054023761489, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 203, "gt_codes": [ "25I", "25I1", "41A51" ], "predicted_codes": [ "25I", "41A38" ], "generated_text": "{\"iconclass-codes\": [\"25I\", \"41A38\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.7597374179431071, "code_precision": 0.5, "code_recall": 0.3333333333333333 }, { "index": 204, "gt_codes": [ "25F", "31A2211", "47I213" ], "predicted_codes": [ "47I213" ], "generated_text": "{\"iconclass-codes\": [\"47I213\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.5, "code_precision": 1.0, "code_recall": 0.3333333333333333 }, { "index": 205, "gt_codes": [ "34B11(+921)", "34B11(+923)", "41A775" ], "predicted_codes": [ "25F(+431)", "25I9", "34B11(+0)" ], "generated_text": "{\"iconclass-codes\": [\"25F(+431)\", \"25I9\", \"34B11(+0)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.4444444444444444, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 206, "gt_codes": [ "31D12", "41D221(HAT)", "48B3:61B", "48C75", "61B(+52)", "61B:31D14" ], "predicted_codes": [ "31A2421", "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": 0.528888888888889, "code_precision": 0.6666666666666666, "code_recall": 0.3333333333333333 }, { "index": 207, "gt_codes": [ "11H(ANTONY ABBOT)7", "11G", "11K" ], "predicted_codes": [ "11H(ANTONY ABBOT)" ], "generated_text": "{\"iconclass-codes\": [\"11H(ANTONY ABBOT)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.7499999999999999, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 208, "gt_codes": [ "46A124", "25F23(BEAR)", "45C13(DAGGER)", "25H155", "34F11" ], "predicted_codes": [ "45B", "25F23(BEAR)", "46C131", "47I212" ], "generated_text": "{\"iconclass-codes\": [\"45B\", \"25F23(BEAR)\", \"46C131\", \"47I212\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.46135922330097084, "code_precision": 0.25, "code_recall": 0.2 }, { "index": 209, "gt_codes": [ "31A2422", "61B(+52)", "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, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.9516666666666667, "code_precision": 0.6666666666666666, "code_recall": 0.6666666666666666 }, { "index": 210, "gt_codes": [ "11H(HUGH)" ], "predicted_codes": [ "11H(DUGO)" ], "generated_text": "{\"iconclass-codes\": [\"11H(DUGO)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 1.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 211, "gt_codes": [ "25F711", "25F711(+4813)", "25F711(BUTTERFLY)", "25F711(CATERPILLAR)" ], "predicted_codes": [ "25F711", "25F711(+4813)", "25F711(BUTTERFLY)", "25F711(CATERPILLAR)" ], "generated_text": "{\"iconclass-codes\": [\"25F711\", \"25F711(+4813)\", \"25F711(BUTTERFLY)\", \"25F711(CATERPILLAR)\"]}", "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": 212, "gt_codes": [ "31A2421", "31D15:61BB", "46A122", "49M32", "61B(+53)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A2421", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.8, "code_precision": 1.0, "code_recall": 0.6666666666666666 }, { "index": 213, "gt_codes": [ "42A1931" ], "predicted_codes": [ "31A221", "46E521" ], "generated_text": "{\"iconclass-codes\": [\"31A221\", \"46E521\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.12666666666666665, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 214, "gt_codes": [ "45A232", "51H42", "92B11221", "92D1916" ], "predicted_codes": [ "41C322", "47I4223" ], "generated_text": "{\"iconclass-codes\": [\"41C322\", \"47I4223\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.07959183673469389, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 215, "gt_codes": [ "31D15:61BB", "61B(+53)" ], "predicted_codes": [ "31A2421", "61B(+52)" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.69, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 216, "gt_codes": [ "31AA2354(+4)", "31D11221", "33C23", "41A773", "41C122", "43B3", "43C522", "86(LE TRICTRAC)" ], "predicted_codes": [ "31A2549", "31D16", "33C23", "41A711", "41A721", "41B31(+1)", "41C321", "41C322", "41C323", "41C341", "41C37", "41C621", "41C68", "43C512", "43C552", "43C552(+0)", "43C552(+21)", "43C552(+22)", "43C552(+23)", "43C552(+24)" ], "generated_text": "{\"iconclass-codes\": [\"31A2549\", \"31D16\", \"33C23\", \"41A711\", \"41A721\", \"41B31(+1)\", \"41C321\", \"41C322\", \"41C323\", \"41C341\", \"41C37\", \"41C621\", \"41C68\", \"43C512\", \"43C552\", \"43C552(+0)\", \"43C552(+21)\", \"43C552(+22)\", \"43C552(+23)\", \"43C552(+24)\"]}", "valid_json": true, "valid_code_count": 20, "total_predicted": 20, "exact_match": false, "hierarchical_f1": 0.6551329534662869, "code_precision": 0.05, "code_recall": 0.125 }, { "index": 217, "gt_codes": [ "25I", "25I1", "43B42", "46C14", "47G1" ], "predicted_codes": [ "25I", "46C13141(+75247)", "46C1411" ], "generated_text": "{\"iconclass-codes\": [\"25I\", \"46C13141(+75247)\", \"46C1411\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.6826500697999069, "code_precision": 0.3333333333333333, "code_recall": 0.2 }, { "index": 218, "gt_codes": [ "31A2422", "31D12", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A2422", "61B(+52)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.9227040129275518, "code_precision": 1.0, "code_recall": 0.6 }, { "index": 219, "gt_codes": [ "49M42", "48AA983", "49M3" ], "predicted_codes": [ "49M42", "48AA983", "49M3" ], "generated_text": "{\"iconclass-codes\": [\"49M42\", \"48AA983\", \"49M3\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 220, "gt_codes": [ "23K32", "47I145" ], "predicted_codes": [ "23K41(+1)", "46C145" ], "generated_text": "{\"iconclass-codes\": [\"23K41(+1)\", \"46C145\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.4000000000000001, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 221, "gt_codes": [ "31A2421", "31A2422", "31A5341", "31D14", "31D15", "41D222(TIE)", "61B(+52)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A2421", "31D15:61BB", "61B(+52)", "61B:31A2212(+1)" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+52)\", \"61B:31A2212(+1)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.856435135135135, "code_precision": 0.75, "code_recall": 0.375 }, { "index": 222, "gt_codes": [ "71C243" ], "predicted_codes": [ "71C324", "71C325" ], "generated_text": "{\"iconclass-codes\": [\"71C324\", \"71C325\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 223, "gt_codes": [ "31A(+65)", "11I62(ISAIAH)", "73D6", "71A421", "11D1311", "73A56", "71E3243", "71E1343" ], "predicted_codes": [ "73G11", "73G12", "73G13" ], "generated_text": "{\"iconclass-codes\": [\"73G11\", \"73G12\", \"73G13\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.23736263736263738, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 224, "gt_codes": [ "47G6(PLUMB-LINE)", "54A431(+4)", "54F12(+4)", "56F2(+4)", "86(AD AMUSSIM)", "92D156" ], "predicted_codes": [ "25D13(GOLD)", "47C611", "48C244(+0)", "54A43(+4):59B32(+4)", "86(NEC AURUM NEC ARGENTUM)" ], "generated_text": "{\"iconclass-codes\": [\"25D13(GOLD)\", \"47C611\", \"48C244(+0)\", \"54A43(+4):59B32(+4)\", \"86(NEC AURUM NEC ARGENTUM)\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.47781168265039226, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 225, "gt_codes": [ "49C122" ], "predicted_codes": [ "25A13", "49D511" ], "generated_text": "{\"iconclass-codes\": [\"25A13\", \"49D511\"]}", "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": 226, "gt_codes": [ "11H(JAMES THE GREAT)" ], "predicted_codes": [ "11H(CHRISTOPHER)51", "73C421" ], "generated_text": "{\"iconclass-codes\": [\"11H(CHRISTOPHER)51\", \"73C421\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 227, "gt_codes": [ "33C3211", "42D3421" ], "predicted_codes": [ "34B232", "41A775" ], "generated_text": "{\"iconclass-codes\": [\"34B232\", \"41A775\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.19, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 228, "gt_codes": [ "25G3(OAK)", "25G4(IVY)(+39)", "51H11", "56F23", "86(HIER IMMER ZU VERBLEIBEN)" ], "predicted_codes": [ "25G3", "41A681", "57AA611", "86(HIER IMMER ZU VERBLEIBEN)" ], "generated_text": "{\"iconclass-codes\": [\"25G3\", \"41A681\", \"57AA611\", \"86(HIER IMMER ZU VERBLEIBEN)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.5707214691735899, "code_precision": 0.25, "code_recall": 0.2 }, { "index": 229, "gt_codes": [ "31A(+73)", "41E2(+0)", "43C7851" ], "predicted_codes": [ "31D112", "41A721", "41C37", "48C5142:61B2(...)1" ], "generated_text": "{\"iconclass-codes\": [\"31D112\", \"41A721\", \"41C37\", \"48C5142:61B2(...)1\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.32439024390243903, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 230, "gt_codes": [ "25F72(OYSTER)", "41C314", "41C323", "41C621", "47D8(KNIFE)" ], "predicted_codes": [ "25F72(OYSTER)", "41C323", "41C621" ], "generated_text": "{\"iconclass-codes\": [\"25F72(OYSTER)\", \"41C323\", \"41C621\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.8876529477196885, "code_precision": 1.0, "code_recall": 0.6 }, { "index": 231, "gt_codes": [ "49M41", "49M3" ], "predicted_codes": [ "31D16", "41D221(HAT)" ], "generated_text": "{\"iconclass-codes\": [\"31D16\", \"41D221(HAT)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.12666666666666665, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 232, "gt_codes": [ "73C222", "73C221", "73C223" ], "predicted_codes": [ "73C221" ], "generated_text": "{\"iconclass-codes\": [\"73C221\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.9655172413793104, "code_precision": 1.0, "code_recall": 0.3333333333333333 }, { "index": 233, "gt_codes": [ "25F23(BEAR)", "34F12" ], "predicted_codes": [ "85A(BEAR AND LADY)", "31B6(+924)" ], "generated_text": "{\"iconclass-codes\": [\"85A(BEAR AND LADY)\", \"31B6(+924)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.095, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 234, "gt_codes": [ "61B(+2)", "61B(+55)" ], "predicted_codes": [ "31A231", "31D15:61BB", "48C8422", "61B(+55)" ], "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31D15:61BB\", \"48C8422\", \"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": 235, "gt_codes": [ "73G431" ], "predicted_codes": [ "73G491" ], "generated_text": "{\"iconclass-codes\": [\"73G491\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.8000000000000002, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 236, "gt_codes": [ "49L12(R)", "49L171", "73D82(NAILS)(+3)", "73E123" ], "predicted_codes": [ "11G25", "49L12(P)", "49L171" ], "generated_text": "{\"iconclass-codes\": [\"11G25\", \"49L12(P)\", \"49L171\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.5714285714285715, "code_precision": 0.3333333333333333, "code_recall": 0.25 }, { "index": 237, "gt_codes": [ "49L171", "49M413", "49M3", "49L12(D)" ], "predicted_codes": [ "49L171", "49M413", "49M3", "49L12(D)" ], "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(D)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 238, "gt_codes": [ "42B742" ], "predicted_codes": [ "92D1" ], "generated_text": "{\"iconclass-codes\": [\"92D1\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 239, "gt_codes": [ "31A2422", "61B(+53)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A24(+1)", "61B(+53)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+53)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.9454808857552054, "code_precision": 0.6666666666666666, "code_recall": 0.5 }, { "index": 240, "gt_codes": [ "11Q712", "25I", "25I1", "25I145", "45H3", "46C21", "46C215(MAST)", "46C24" ], "predicted_codes": [ "25I", "25I1", "46C2" ], "generated_text": "{\"iconclass-codes\": [\"25I\", \"25I1\", \"46C2\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.7652063492063492, "code_precision": 0.6666666666666666, "code_recall": 0.25 }, { "index": 241, "gt_codes": [ "46C13141" ], "predicted_codes": [ "25H", "34B11", "46C131:31D15" ], "generated_text": "{\"iconclass-codes\": [\"25H\", \"34B11\", \"46C131:31D15\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.45124999999999993, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 242, "gt_codes": [ "45B", "45C22", "45C221", "61B:31D14" ], "predicted_codes": [ "31A2422", "45B", "61B(+52)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"45B\", \"61B(+52)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.6654033771106941, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 243, "gt_codes": [ "11U1", "11U4" ], "predicted_codes": [ "73E12" ], "generated_text": "{\"iconclass-codes\": [\"73E12\"]}", "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": 244, "gt_codes": [ "25G3", "31A235", "31A2422", "31A5331", "41A641", "41A711", "41C37", "41D222(RABAT)", "46A122", "48C161", "61B(+54)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A235", "31A24(+1)", "61B(+54)", "61B:31A2212(+1)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A24(+1)\", \"61B(+54)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.5837405806737589, "code_precision": 0.8, "code_recall": 0.3076923076923077 }, { "index": 245, "gt_codes": [ "25F26(HARE)", "43C113" ], "predicted_codes": [ "25F26(HARE)", "34B131", "41C26131" ], "generated_text": "{\"iconclass-codes\": [\"25F26(HARE)\", \"34B131\", \"41C26131\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.476, "code_precision": 0.3333333333333333, "code_recall": 0.5 }, { "index": 246, "gt_codes": [ "25H", "46C13141" ], "predicted_codes": [ "25H", "46C13141" ], "generated_text": "{\"iconclass-codes\": [\"25H\", \"46C13141\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 247, "gt_codes": [ "25H114", "25H213", "25I", "41A362:47G541", "41A775", "47I14", "73", "73C815" ], "predicted_codes": [ "25H13", "25I", "46C283" ], "generated_text": "{\"iconclass-codes\": [\"25H13\", \"25I\", \"46C283\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.4673166734944695, "code_precision": 0.3333333333333333, "code_recall": 0.125 }, { "index": 248, "gt_codes": [ "11Q712" ], "predicted_codes": [ "11Q712", "46C232" ], "generated_text": "{\"iconclass-codes\": [\"11Q712\", \"46C232\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 0.5, "code_recall": 1.0 }, { "index": 249, "gt_codes": [ "11H(JOHN)" ], "predicted_codes": [ "11H(JOHN THE BAPTIST)" ], "generated_text": "{\"iconclass-codes\": [\"11H(JOHN THE BAPTIST)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 1.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 250, "gt_codes": [ "44B4211", "45A20", "45A232" ], "predicted_codes": [ "43A42", "45C16(CANNON)", "45D22(+32)" ], "generated_text": "{\"iconclass-codes\": [\"43A42\", \"45C16(CANNON)\", \"45D22(+32)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.3282571912013536, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 251, "gt_codes": [ "35", "49M41" ], "predicted_codes": [ "47I213", "95A(AMPHION & ZETHUS)" ], "generated_text": "{\"iconclass-codes\": [\"47I213\", \"95A(AMPHION & ZETHUS)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.095, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 252, "gt_codes": [ "31A2542", "31A2549", "34B11", "41A2", "41A33", "41A414", "48C7311", "48C7312", "48C7323", "48C7332", "48C7351", "48C75" ], "predicted_codes": [ "31A254", "31B6235", "33A35", "34B11", "41A2", "41A711", "41A721", "41C12", "41C317", "41C323", "41D221(BERET)(+44)", "48C7311", "48C7312", "48C7323", "48C7351", "48C741", "48C75" ], "generated_text": "{\"iconclass-codes\": [\"31A254\", \"31B6235\", \"33A35\", \"34B11\", \"41A2\", \"41A711\", \"41A721\", \"41C12\", \"41C317\", \"41C323\", \"41D221(BERET)(+44)\", \"48C7311\", \"48C7312\", \"48C7323\", \"48C7351\", \"48C741\", \"48C75\"]}", "valid_json": true, "valid_code_count": 17, "total_predicted": 17, "exact_match": false, "hierarchical_f1": 0.7959328782707623, "code_precision": 0.4117647058823529, "code_recall": 0.5833333333333334 }, { "index": 253, "gt_codes": [ "25F23(LION)(+5212)", "25F23(LION)(+547)", "41B1", "41B162", "56DD1", "86(MAGNIS VANA TERRENT)" ], "predicted_codes": [ "25F23(LION)(+46)", "25F711(BEE)(+5262)", "25G3(+211)", "25H18", "41B12(LOG)", "41B162", "41B191", "41C119", "41D267", "47I242(+0)", "47I243(+95262)", "47I243(+9621)", "51BB3:54A71", "54AA71(+4):51BB3", "54E31(+4)", "54EE31(+4)", "56DD1(+4)", "86(MAGNIS VANA TERRET)" ], "generated_text": "{\"iconclass-codes\": [\"25F23(LION)(+46)\", \"25F711(BEE)(+5262)\", \"25G3(+211)\", \"25H18\", \"41B12(LOG)\", \"41B162\", \"41B191\", \"41C119\", \"41D267\", \"47I242(+0)\", \"47I243(+95262)\", \"47I243(+9621)\", \"51BB3:54A71\", \"54AA71(+4):51BB3\", \"54E31(+4)\", \"54EE31(+4)\", \"56DD1(+4)\", \"86(MAGNIS VANA TERRET)\"]}", "valid_json": true, "valid_code_count": 18, "total_predicted": 18, "exact_match": false, "hierarchical_f1": 0.6613657056145676, "code_precision": 0.05555555555555555, "code_recall": 0.16666666666666666 }, { "index": 254, "gt_codes": [ "11F4" ], "predicted_codes": [ "11F42" ], "generated_text": "{\"iconclass-codes\": [\"11F42\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.76, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 255, "gt_codes": [ "31A22621:22C4(BLONDE)", "31A235", "31A2421", "61B(+55)" ], "predicted_codes": [ "31A235", "31A24(+1)", "61B(+55)" ], "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A24(+1)\", \"61B(+55)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.9270896025151584, "code_precision": 0.6666666666666666, "code_recall": 0.5 }, { "index": 256, "gt_codes": [ "41C741", "42B", "43C7" ], "predicted_codes": [ "42B71" ], "generated_text": "{\"iconclass-codes\": [\"42B71\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.4071428571428571, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 257, "gt_codes": [ "31A2422", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A2421", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.9875, "code_precision": 0.75, "code_recall": 0.75 }, { "index": 258, "gt_codes": [ "31A231", "31A2422", "31A25161", "31A5339", "41A2", "41A711", "41A721", "41C37", "49L511", "49L62", "49M32", "61B(+54)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A231", "31A2422", "61B(+54)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31A2422\", \"61B(+54)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.6181369524984577, "code_precision": 1.0, "code_recall": 0.2857142857142857 }, { "index": 259, "gt_codes": [ "48A98(+2)", "49M3" ], "predicted_codes": [ "48A98(+2)", "49M3" ], "generated_text": "{\"iconclass-codes\": [\"48A98(+2)\", \"49M3\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 260, "gt_codes": [ "31D15", "41D2632", "46C5135", "25H154" ], "predicted_codes": [ "31D15", "25H15", "47I221" ], "generated_text": "{\"iconclass-codes\": [\"31D15\", \"25H15\", \"47I221\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.6141182398387639, "code_precision": 0.3333333333333333, "code_recall": 0.25 }, { "index": 261, "gt_codes": [ "31A422", "43C9", "48C73411", "48C7351", "48C7524", "48C7525" ], "predicted_codes": [ "43C9", "45B" ], "generated_text": "{\"iconclass-codes\": [\"43C9\", \"45B\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.39294559099437143, "code_precision": 0.5, "code_recall": 0.16666666666666666 }, { "index": 262, "gt_codes": [ "31AA533(...)", "31D15:61BB", "41D26611", "61B(+53)" ], "predicted_codes": [ "31A2421", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.7142114384748701, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 263, "gt_codes": [ "25F72(SNAIL)(+521)", "51A51", "52A53", "86(SUCHE DICH NICHT AUSSER DIR)" ], "predicted_codes": [ "25F72(SNAIL)(+49)", "86(DIE SCHNECKE)" ], "generated_text": "{\"iconclass-codes\": [\"25F72(SNAIL)(+49)\", \"86(DIE SCHNECKE)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 264, "gt_codes": [ "31D14", "31D13", "41D221(HEADBAND)", "31B6211" ], "predicted_codes": [ "31D14", "31D15" ], "generated_text": "{\"iconclass-codes\": [\"31D14\", \"31D15\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6788927335640139, "code_precision": 0.5, "code_recall": 0.25 }, { "index": 265, "gt_codes": [ "25H11", "25H15", "25H212", "33B3", "45B", "45C16(PISTOL)", "45H(+22)", "46C131", "46C13141" ], "predicted_codes": [ "25H114", "31A(+89)", "31B19", "31D16", "41C74(+1)", "46C112:47G52", "46C13141", "46C131:31D15" ], "generated_text": "{\"iconclass-codes\": [\"25H114\", \"31A(+89)\", \"31B19\", \"31D16\", \"41C74(+1)\", \"46C112:47G52\", \"46C13141\", \"46C131:31D15\"]}", "valid_json": true, "valid_code_count": 8, "total_predicted": 8, "exact_match": false, "hierarchical_f1": 0.539473049074819, "code_precision": 0.125, "code_recall": 0.1111111111111111 }, { "index": 266, "gt_codes": [ "25G3(+211)", "25H15", "31A2225" ], "predicted_codes": [ "25H15", "31D14" ], "generated_text": "{\"iconclass-codes\": [\"25H15\", \"31D14\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6341514360313315, "code_precision": 0.5, "code_recall": 0.3333333333333333 }, { "index": 267, "gt_codes": [ "25I5" ], "predicted_codes": [ "25I146", "32B33(TURKS)" ], "generated_text": "{\"iconclass-codes\": [\"25I146\", \"32B33(TURKS)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.37999999999999995, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 268, "gt_codes": [ "11R5", "11R71", "25G4(+32)", "31A211", "31A216", "31F11", "86(EX MAXIMO MINIMUM)" ], "predicted_codes": [ "25G4", "31A216", "31F11" ], "generated_text": "{\"iconclass-codes\": [\"25G4\", \"31A216\", \"31F11\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.7155963302752294, "code_precision": 0.6666666666666666, "code_recall": 0.2857142857142857 }, { "index": 269, "gt_codes": [ "41A2", "47I212" ], "predicted_codes": [ "31A2542", "31D112", "31D17", "41B21", "41C26" ], "generated_text": "{\"iconclass-codes\": [\"31A2542\", \"31D112\", \"31D17\", \"41B21\", \"41C26\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.19826086956521738, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 270, "gt_codes": [ "25I", "31A21", "34E22", "41A2", "43B7" ], "predicted_codes": [ "25F(+3)", "41A711", "49G6211" ], "generated_text": "{\"iconclass-codes\": [\"25F(+3)\", \"41A711\", \"49G6211\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.29, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 271, "gt_codes": [ "73C811" ], "predicted_codes": [ "73C815" ], "generated_text": "{\"iconclass-codes\": [\"73C815\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.9, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 272, "gt_codes": [ "31A231", "31A24(+1)", "31D15:61BB", "61B(+55)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A231", "31A24(+1)", "31D15:61BB", "61B(+55)" ], "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31A24(+1)\", \"31D15:61BB\", \"61B(+55)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.9550679205851619, "code_precision": 1.0, "code_recall": 0.8 }, { "index": 273, "gt_codes": [ "25F711(FLY)", "25F72(SNAIL)", "25G4(INDIAN CRESS)", "25G4(TROPAEOLUM MAJUS)", "25G41(ANEMONE)", "25G41(CONVOLVULUS)", "25G41(DAGSCONE)", "25G41(FRENCH ROSE)", "25G41(MARIGOLD)", "25G41(ROSA GALLICA)", "25G41(ROSE)", "25G41(TULIP)", "41A671", "41A774" ], "predicted_codes": [ "25G41(ANEMONE)", "25G41(CARNATION)", "25G41(CONVOLVULUS)", "25G41(DAGSCONE)", "25G41(LILY)", "25G41(MARIGOLD)", "25G41(ROSE)", "25G41(TULIP)", "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, "code_recall": 0.5714285714285714 }, { "index": 274, "gt_codes": [ "25I1", "46C24", "25H2322", "26C3", "25H2311" ], "predicted_codes": [ "46C24", "25H2322", "26B" ], "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 }, { "index": 275, "gt_codes": [ "31A235", "31D15:61BB", "61B:31A2212(+1)" ], "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, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.7110925925925925, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 276, "gt_codes": [ "24A1", "25F24(CAMEL)", "71C3222", "86(POST LUCTAM BENEDICETUR)" ], "predicted_codes": [ "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" ], "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, "total_predicted": 20, "exact_match": false, "hierarchical_f1": 0.033529411764705884, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 277, "gt_codes": [ "42G1", "44B194" ], "predicted_codes": [ "42G1", "44B194" ], "generated_text": "{\"iconclass-codes\": [\"42G1\", \"44B194\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 278, "gt_codes": [ "49H3", "83(OGILBY, America)" ], "predicted_codes": [ "49H3", "83(OGILBY, America)" ], "generated_text": "{\"iconclass-codes\": [\"49H3\", \"83(OGILBY, America)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 279, "gt_codes": [ "25H11", "25H216", "41A771:25D13(COPPER)", "41A7751", "47I21(+945)", "47I228" ], "predicted_codes": [ "25H11", "34B11", "46C11" ], "generated_text": "{\"iconclass-codes\": [\"25H11\", \"34B11\", \"46C11\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.39493670886075943, "code_precision": 0.3333333333333333, "code_recall": 0.16666666666666666 }, { "index": 280, "gt_codes": [ "25G411(FLAG)", "41A671" ], "predicted_codes": [ "25G41(ANEMONE)", "25G41(IRIS)" ], "generated_text": "{\"iconclass-codes\": [\"25G41(ANEMONE)\", \"25G41(IRIS)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.57, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 281, "gt_codes": [ "61B(+53)", "61B:31D14" ], "predicted_codes": [ "31A2422", "61B(+53)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+53)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.8, "code_precision": 0.6666666666666666, "code_recall": 1.0 }, { "index": 282, "gt_codes": [ "25H", "46C13142", "47I213", "47I214", "47I221" ], "predicted_codes": [ "25H15", "46C13142" ], "generated_text": "{\"iconclass-codes\": [\"25H15\", \"46C13142\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5539653751030502, "code_precision": 0.5, "code_recall": 0.2 }, { "index": 283, "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, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.14250000000000002, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 284, "gt_codes": [ "31A233", "31D12", "34D111" ], "predicted_codes": [ "31A233", "48C75" ], "generated_text": "{\"iconclass-codes\": [\"31A233\", \"48C75\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.512987012987013, "code_precision": 0.5, "code_recall": 0.3333333333333333 }, { "index": 285, "gt_codes": [ "25I1", "31D15", "25H213", "61D(DONAU)", "61E(BRATISLAVA)" ], "predicted_codes": [ "25I1", "46C513", "25H213", "25H114", "46A2211", "61E(PREISACH)" ], "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46C513\", \"25H213\", \"25H114\", \"46A2211\", \"61E(PREISACH)\"]}", "valid_json": true, "valid_code_count": 6, "total_predicted": 6, "exact_match": false, "hierarchical_f1": 0.6375000000000001, "code_precision": 0.3333333333333333, "code_recall": 0.4 }, { "index": 286, "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, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.635548640681297, "code_precision": 0.3333333333333333, "code_recall": 0.25 }, { "index": 287, "gt_codes": [ "44C312", "44A51(ITALIA)(+0)", "61B2(ORLANDO, Vittorio)3", "82A(ORLANDO)(+0)" ], "predicted_codes": [ "45A1", "61B2(ORLANDO, Luigi)(+4)", "31E238" ], "generated_text": "{\"iconclass-codes\": [\"45A1\", \"61B2(ORLANDO, Luigi)(+4)\", \"31E238\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.36903370786516854, "code_precision": 0.0, "code_recall": 0.0 }, { "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, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6879310344827587, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 289, "gt_codes": [ "25H11", "25I", "46C", "46C21", "46C223" ], "predicted_codes": [ "25H11", "46C131" ], "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C131\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.7011235955056179, "code_precision": 0.5, "code_recall": 0.2 }, { "index": 290, "gt_codes": [ "25F32(SWALLOW)(+42)", "25F32(SWALLOW)(+421)", "25F32(SWALLOW)(+452)", "25F32(SWALLOW)(+53)", "25F711(CICADA)(+63)", "25G11", "25G13", "25H1124", "31D14", "41A16", "46C11", "48C149", "48C7", "49C40", "51B2", "52D3", "54EE31(+4):51B3(+4)", "57AA7(+4)", "97DD23" ], "predicted_codes": [ "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)" ], "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, "total_predicted": 20, "exact_match": false, "hierarchical_f1": 0.5027042463372237, "code_precision": 0.15, "code_recall": 0.15789473684210525 }, { "index": 291, "gt_codes": [ "48B3", "61B(+52)" ], "predicted_codes": [ "31A24(+1)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.285, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 292, "gt_codes": [ "49L17", "49M413", "49M3", "49L12(E)" ], "predicted_codes": [ "49L17", "49M413", "49M3", "49L12(E)" ], "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(E)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 293, "gt_codes": [ "11D3222", "11D331", "11D334", "11G1911", "11H(ALL SAINTS)", "11L61", "11L611", "11S11", "11S15", "11S63", "31A25212", "31AA25212" ], "predicted_codes": [ "11C23", "73E5" ], "generated_text": "{\"iconclass-codes\": [\"11C23\", \"73E5\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.24713375796178344, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 294, "gt_codes": [ "11Q651", "25H11", "32B33", "44B1" ], "predicted_codes": [ "25H11", "73", "73C464" ], "generated_text": "{\"iconclass-codes\": [\"25H11\", \"73\", \"73C464\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.28571428571428575, "code_precision": 0.3333333333333333, "code_recall": 0.25 }, { "index": 295, "gt_codes": [ "44D4", "42D32", "33C85", "44G" ], "predicted_codes": [ "46A17", "52AA3" ], "generated_text": "{\"iconclass-codes\": [\"46A17\", \"52AA3\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.11836734693877551, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 296, "gt_codes": [ "32B311(GERMANS)", "41D3", "45(+22)", "45C2" ], "predicted_codes": [ "45(+22)", "46C131" ], "generated_text": "{\"iconclass-codes\": [\"45(+22)\", \"46C131\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.47298734177215185, "code_precision": 0.5, "code_recall": 0.25 }, { "index": 297, "gt_codes": [ "11Q712", "25I13", "25I145", "31A2322", "31A235", "31A247(+63)", "31AA235", "31AA235", "31AA2513(+917)", "31B8", "31D14", "31D15", "33C23", "41A143", "41A711(+0)", "41D225", "41D262", "43C92", "44B152411", "48CC7311" ], "predicted_codes": [ "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, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 298, "gt_codes": [ "43C7" ], "predicted_codes": [ "43C9", "46A15" ], "generated_text": "{\"iconclass-codes\": [\"43C9\", \"46A15\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.4763819095477387, "code_precision": 0.0, "code_recall": 0.0 }, { "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, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.687089715536105, "code_precision": 0.3333333333333333, "code_recall": 0.5 }, { "index": 300, "gt_codes": [ "73C8522" ], "predicted_codes": [ "73C8645" ], "generated_text": "{\"iconclass-codes\": [\"73C8645\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.8000000000000002, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 301, "gt_codes": [ "92D1916", "48C16", "46A122", "48C7322", "45C221", "48A9831", "48A9832" ], "predicted_codes": [ "92D1916", "48A98312", "45C221", "48A9876" ], "generated_text": "{\"iconclass-codes\": [\"92D1916\", \"48A98312\", \"45C221\", \"48A9876\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.8040244165946413, "code_precision": 0.5, "code_recall": 0.2857142857142857 }, { "index": 302, "gt_codes": [ "31A2422", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A2421", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.9875, "code_precision": 0.75, "code_recall": 0.75 }, { "index": 303, "gt_codes": [ "25H", "41A18", "46C11", "46C131", "46C13141" ], "predicted_codes": [ "25H", "41A17", "46C131" ], "generated_text": "{\"iconclass-codes\": [\"25H\", \"41A17\", \"46C131\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.9124600638977636, "code_precision": 0.6666666666666666, "code_recall": 0.4 }, { "index": 304, "gt_codes": [ "61D(AMAZONIA)", "25I1" ], "predicted_codes": [ "25I1", "61E(SEGOVIA)" ], "generated_text": "{\"iconclass-codes\": [\"25I1\", \"61E(SEGOVIA)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.7, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 305, "gt_codes": [ "11Q651", "31A231", "31A2421", "31A25552", "41A711", "46A122", "61B(+53)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "11P31521", "31A2422", "61B(+53)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"11P31521\", \"31A2422\", \"61B(+53)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.723134201585504, "code_precision": 0.5, "code_recall": 0.2222222222222222 }, { "index": 306, "gt_codes": [ "25F25(ELEPHANT)" ], "predicted_codes": [ "25F25(ELEPHANT)" ], "generated_text": "{\"iconclass-codes\": [\"25F25(ELEPHANT)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 307, "gt_codes": [ "42G:61B2(...)13" ], "predicted_codes": [ "31A25", "41D26611", "42D3", "48C161" ], "generated_text": "{\"iconclass-codes\": [\"31A25\", \"41D26611\", \"42D3\", \"48C161\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.25554585152838427, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 308, "gt_codes": [ "11D4116", "49L12(N)", "49L171" ], "predicted_codes": [ "11D324", "49L12(N)", "49L171" ], "generated_text": "{\"iconclass-codes\": [\"11D324\", \"49L12(N)\", \"49L171\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.8566666666666666, "code_precision": 0.6666666666666666, "code_recall": 0.6666666666666666 }, { "index": 309, "gt_codes": [ "25I", "25I1", "25I1461" ], "predicted_codes": [ "25I", "41A1" ], "generated_text": "{\"iconclass-codes\": [\"25I\", \"41A1\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5879120879120878, "code_precision": 0.5, "code_recall": 0.3333333333333333 }, { "index": 310, "gt_codes": [ "25H114", "26F", "49E6", "61B2(FALB, Rudolf)3" ], "predicted_codes": [ "46A15", "33B9", "25F23(ORSO)", "25H17" ], "generated_text": "{\"iconclass-codes\": [\"46A15\", \"33B9\", \"25F23(ORSO)\", \"25H17\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.30692307692307697, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 311, "gt_codes": [ "49M42", "49M3" ], "predicted_codes": [ "49M42", "49M3" ], "generated_text": "{\"iconclass-codes\": [\"49M42\", \"49M3\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 312, "gt_codes": [ "92B3" ], "predicted_codes": [ "48C24", "92B3" ], "generated_text": "{\"iconclass-codes\": [\"48C24\", \"92B3\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 0.5, "code_recall": 1.0 }, { "index": 313, "gt_codes": [ "25F23(LION)(+12)", "41A3281", "41A542", "41A635", "44A1(+4)(LEIDEN)", "45C14(LANCE)", "45C19(SHIELD)", "45C221", "46A122(WILLIAM I OF NASSAU)1", "48C244", "49B40", "49L8", "49MM32", "61E(LEIDEN)", "61H(UNIVERSITY OF LEIDEN)", "92C271", "92C28(HELMET)", "92C28(LANCE)", "92C281", "86(C. LUGDUNUM BATAVORUM)" ], "predicted_codes": [ "49M431", "49M3" ], "generated_text": "{\"iconclass-codes\": [\"49M431\", \"49M3\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.2481818181818182, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 314, "gt_codes": [ "48B3", "48B3:61B", "48C24", "61B(+51)" ], "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": 0.33836206896551724, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 315, "gt_codes": [ "31A235", "31A24(+1)", "31D15:61BB", "61B(+54)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A235", "31D15:61BB", "48C7333" ], "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31D15:61BB\", \"48C7333\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.6039387308533917, "code_precision": 0.6666666666666666, "code_recall": 0.4 }, { "index": 316, "gt_codes": [ "49M3" ], "predicted_codes": [ "49M3" ], "generated_text": "{\"iconclass-codes\": [\"49M3\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 317, "gt_codes": [ "31A231", "31A235", "31A61", "31D11222", "31D14", "33A3", "34B11", "41C741", "41D221(CAP)", "41D221(HAT)", "48C72", "48C7351", "48C741", "48C75", "48C755", "61B(+55)" ], "predicted_codes": [ "31A254", "31B6235", "33A35", "34B11", "41C74(+1)", "48C7351", "49N" ], "generated_text": "{\"iconclass-codes\": [\"31A254\", \"31B6235\", \"33A35\", \"34B11\", \"41C74(+1)\", \"48C7351\", \"49N\"]}", "valid_json": true, "valid_code_count": 7, "total_predicted": 7, "exact_match": false, "hierarchical_f1": 0.6777700016428454, "code_precision": 0.2857142857142857, "code_recall": 0.125 }, { "index": 318, "gt_codes": [ "41A251", "49L6", "49L62" ], "predicted_codes": [ "49L51", "61B2(PEYSSON, GYPSE)11" ], "generated_text": "{\"iconclass-codes\": [\"49L51\", \"61B2(PEYSSON, GYPSE)11\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.36106194690265486, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 319, "gt_codes": [ "25G21(POMEGRANATE)" ], "predicted_codes": [ "25G4(GRANATBAUM)" ], "generated_text": "{\"iconclass-codes\": [\"25G4(GRANATBAUM)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.57, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 320, "gt_codes": [ "11Q712", "25I2", "25I241", "31B52", "33C23", "46A151" ], "predicted_codes": [ "11Q712", "25H", "34B11", "46A14" ], "generated_text": "{\"iconclass-codes\": [\"11Q712\", \"25H\", \"34B11\", \"46A14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.5313219284603421, "code_precision": 0.25, "code_recall": 0.16666666666666666 }, { "index": 321, "gt_codes": [ "41D221" ], "predicted_codes": [ "31D17" ], "generated_text": "{\"iconclass-codes\": [\"31D17\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 322, "gt_codes": [ "31D14", "44C312", "11K", "49L641", "49L11", "49L66", "49L511" ], "predicted_codes": [ "49C3", "11K", "25G41", "46E221", "49L51" ], "generated_text": "{\"iconclass-codes\": [\"49C3\", \"11K\", \"25G41\", \"46E221\", \"49L51\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.5150055294442908, "code_precision": 0.2, "code_recall": 0.14285714285714285 }, { "index": 323, "gt_codes": [ "73D36" ], "predicted_codes": [ "73C421" ], "generated_text": "{\"iconclass-codes\": [\"73C421\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.38, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 324, "gt_codes": [ "49M42", "49M3" ], "predicted_codes": [ "49M3" ], "generated_text": "{\"iconclass-codes\": [\"49M3\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.8795518207282913, "code_precision": 1.0, "code_recall": 0.5 }, { "index": 325, "gt_codes": [ "21D" ], "predicted_codes": [ "21A", "47I422" ], "generated_text": "{\"iconclass-codes\": [\"21A\", \"47I422\"]}", "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": 326, "gt_codes": [ "11K(SATAN)" ], "predicted_codes": [ "86(DE LIEFDE IS EEN VLOEYEND WATERSCHUIM, DAT ALTIJD VERANDERT EN NIET STAAT)", "31D15", "26C32", "41B1" ], "generated_text": "{\"iconclass-codes\": [\"86(DE LIEFDE IS EEN VLOEYEND WATERSCHUIM, DAT ALTIJD VERANDERT EN NIET STAAT)\", \"31D15\", \"26C32\", \"41B1\"]}", "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": 327, "gt_codes": [ "31A22621:22C4(BLONDE)", "31A2422", "41D211", "41D221(SKULLCAP)", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A2422", "61B(+52)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.7995712754555198, "code_precision": 1.0, "code_recall": 0.42857142857142855 }, { "index": 328, "gt_codes": [ "42E22", "73F2452" ], "predicted_codes": [ "43A(+12)", "46C13187" ], "generated_text": "{\"iconclass-codes\": [\"43A(+12)\", \"46C13187\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.12666666666666665, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 329, "gt_codes": [ "49L171", "49M413", "49M3", "49L12(N)" ], "predicted_codes": [ "49L171", "49M413", "49M3", "49L12(N)" ], "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(N)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 330, "gt_codes": [ "45H3(+3)" ], "predicted_codes": [ "45H3(+3)" ], "generated_text": "{\"iconclass-codes\": [\"45H3(+3)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 331, "gt_codes": [ "49L171", "49M413", "49M3", "49L12(A)" ], "predicted_codes": [ "49L171", "49M413", "49M3", "49L12(A)" ], "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(A)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 332, "gt_codes": [ "31A2363(+1)", "46C24", "47K42", "54AA11", "56B2(+11)", "86(DERJENIGE, DER HERUMLIEGT UND IN SEINEM KAHN RUHT, etc.)" ], "predicted_codes": [ "25H13", "31A(+89)", "31AA2364", "31D14", "31D15", "41C7110", "41C7110:5(+113)", "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)" ], "generated_text": "{\"iconclass-codes\": [\"25H13\", \"31A(+89)\", \"31AA2364\", \"31D14\", \"31D15\", \"41C7110\", \"41C7110:5(+113)\", \"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)\"]}", "valid_json": true, "valid_code_count": 20, "total_predicted": 20, "exact_match": false, "hierarchical_f1": 0.4777149791955617, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 333, "gt_codes": [ "86(DEO, PARENTIBUS ET MAGISTRIS)", "25I1", "61E(LEIPZIG)", "11Q21", "42B111", "41A711", "49MM32", "41A733", "49B24", "49L66", "11L224", "57A8" ], "predicted_codes": [ "86(DEO, PARENTIBUS ET MAGISTRIS)", "25I1", "61E(LEIPZIG)", "49B43(+31)", "49C3", "49M32", "47D8(HAMMER)", "49L11", "49L641", "49L66" ], "generated_text": "{\"iconclass-codes\": [\"86(DEO, PARENTIBUS ET MAGISTRIS)\", \"25I1\", \"61E(LEIPZIG)\", \"49B43(+31)\", \"49C3\", \"49M32\", \"47D8(HAMMER)\", \"49L11\", \"49L641\", \"49L66\"]}", "valid_json": true, "valid_code_count": 10, "total_predicted": 10, "exact_match": false, "hierarchical_f1": 0.5733659902029391, "code_precision": 0.4, "code_recall": 0.3333333333333333 }, { "index": 334, "gt_codes": [ "41A12", "61E(VEGHEL)", "61F(FRISSELSTEIN)", "61F(FRISSENSTEIN)" ], "predicted_codes": [ "41A12", "61F(HUIS TEN HAREN)" ], "generated_text": "{\"iconclass-codes\": [\"41A12\", \"61F(HUIS TEN HAREN)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.9189189189189189, "code_precision": 0.5, "code_recall": 0.25 }, { "index": 335, "gt_codes": [ "31A221" ], "predicted_codes": [ "31A221", "31A254" ], "generated_text": "{\"iconclass-codes\": [\"31A221\", \"31A254\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.9473684210526316, "code_precision": 0.5, "code_recall": 1.0 }, { "index": 336, "gt_codes": [ "11R7", "43C1(+4241)", "43C1(+43)", "56D1", "86(SPE ILLECTAT INANI)" ], "predicted_codes": [ "25F3(+342)", "41D267", "86(DER HOFFNUNG)" ], "generated_text": "{\"iconclass-codes\": [\"25F3(+342)\", \"41D267\", \"86(DER HOFFNUNG)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.3255104063429138, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 337, "gt_codes": [ "31A2422", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A2422", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 338, "gt_codes": [ "31A2421", "31D15:61BB", "61B(+52)" ], "predicted_codes": [ "31A2421", "31D15:61BB", "61B(+52)" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+52)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 339, "gt_codes": [ "31A2421", "61B(+53)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A24(+1)", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.96375, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 340, "gt_codes": [ "49D22" ], "predicted_codes": [ "49D22" ], "generated_text": "{\"iconclass-codes\": [\"49D22\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 341, "gt_codes": [ "31A2422", "41E2(+0)", "61B(+53)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A24(+1)", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.8566666666666667, "code_precision": 0.5, "code_recall": 0.4 }, { "index": 342, "gt_codes": [ "49M3" ], "predicted_codes": [ "49M3" ], "generated_text": "{\"iconclass-codes\": [\"49M3\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 343, "gt_codes": [ "41A773", "11F4", "11G1911", "41C621", "41C121", "31AA2351" ], "predicted_codes": [ "73B65" ], "generated_text": "{\"iconclass-codes\": [\"73B65\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 344, "gt_codes": [ "41D92", "46A124", "85", "31D15(+9411)" ], "predicted_codes": [ "46C131", "57AA91" ], "generated_text": "{\"iconclass-codes\": [\"46C131\", \"57AA91\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.1697841726618705, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 345, "gt_codes": [ "92L41", "41A646", "92L19", "46C127", "92L17911" ], "predicted_codes": [ "92L1", "47I2133", "48C75", "47I2141" ], "generated_text": "{\"iconclass-codes\": [\"92L1\", \"47I2133\", \"48C75\", \"47I2141\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.39747126436781605, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 346, "gt_codes": [ "31A235", "31A2421", "61B(+54)", "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": 0.9690721649484536, "code_precision": 0.6666666666666666, "code_recall": 0.5 }, { "index": 347, "gt_codes": [ "11HH(THERESA)" ], "predicted_codes": [ "11HH(THERESA)" ], "generated_text": "{\"iconclass-codes\": [\"11HH(THERESA)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 348, "gt_codes": [ "31A231", "31A2422", "31A5331", "48C161", "48C91", "61B(+54)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A235", "31A2422", "61B(+54)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A2422\", \"61B(+54)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.7979454648740768, "code_precision": 0.75, "code_recall": 0.375 }, { "index": 349, "gt_codes": [ "25G3(+33)", "25H17", "25H213", "41A17", "46AA14", "46C11", "47I2111", "49G361" ], "predicted_codes": [ "25H", "41A17", "46C13141(+75246)", "47I2112" ], "generated_text": "{\"iconclass-codes\": [\"25H\", \"41A17\", \"46C13141(+75246)\", \"47I2112\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.6929577464788733, "code_precision": 0.25, "code_recall": 0.125 }, { "index": 350, "gt_codes": [ "47I212" ], "predicted_codes": [ "47I212" ], "generated_text": "{\"iconclass-codes\": [\"47I212\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 351, "gt_codes": [ "31A233", "31A2421", "31A25221", "31A2523", "31A534", "31A5341", "41A711", "41C37", "45B", "45C13(RAPIER)", "45C22", "45C221:25F3(+352)", "46A122", "46A1241(GOLDEN FLEECE)", "61B(+55)", "61B:31D14" ], "predicted_codes": [ "31A24(+1)", "61B(+53)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+53)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.5554646926594837, "code_precision": 0.3333333333333333, "code_recall": 0.0625 }, { "index": 352, "gt_codes": [ "46C21" ], "predicted_codes": [ "25H13", "46C21" ], "generated_text": "{\"iconclass-codes\": [\"25H13\", \"46C21\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 0.5, "code_recall": 1.0 }, { "index": 353, "gt_codes": [ "31A235", "31A25(+933)", "31A2541", "31A2549", "33C23" ], "predicted_codes": [ "31A25(+933)", "42A12", "42B74" ], "generated_text": "{\"iconclass-codes\": [\"31A25(+933)\", \"42A12\", \"42B74\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.4584634603372892, "code_precision": 0.3333333333333333, "code_recall": 0.2 }, { "index": 354, "gt_codes": [ "25I1", "55B1", "41D267", "73C8641" ], "predicted_codes": [ "73B57" ], "generated_text": "{\"iconclass-codes\": [\"73B57\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.152, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 355, "gt_codes": [ "31A2421", "61B(+52)" ], "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, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.863826212193951, "code_precision": 0.3333333333333333, "code_recall": 0.5 }, { "index": 356, "gt_codes": [ "25G21(EMBLIC LEAF FLOWER)" ], "predicted_codes": [ "25G4(POPPY)" ], "generated_text": "{\"iconclass-codes\": [\"25G4(POPPY)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.57, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 357, "gt_codes": [ "31A235", "31D14", "41A2", "41C323", "45C15(ARROW)", "61B(+55)", "9" ], "predicted_codes": [ "12B13", "45C22:41D222(HALSBERG)", "61B(+55)" ], "generated_text": "{\"iconclass-codes\": [\"12B13\", \"45C22:41D222(HALSBERG)\", \"61B(+55)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.36359857482185276, "code_precision": 0.3333333333333333, "code_recall": 0.14285714285714285 }, { "index": 358, "gt_codes": [ "41A12", "61E(MAARSSEN)" ], "predicted_codes": [ "41A636" ], "generated_text": "{\"iconclass-codes\": [\"41A636\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.37999999999999995, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 359, "gt_codes": [ "25F26(RABBIT)(+45)", "25G4111", "31D13", "34B11(+95711)", "41C11", "41C313", "41C6121(+2)", "41C624", "41C6263", "41C7111", "48C7311", "48C7521", "92D1916" ], "predicted_codes": [ "48C7321", "92D1" ], "generated_text": "{\"iconclass-codes\": [\"48C7321\", \"92D1\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.41787794729542305, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 360, "gt_codes": [ "41D1", "41D25(+82)" ], "predicted_codes": [ "42B71", "31D15(+9321)", "42A26" ], "generated_text": "{\"iconclass-codes\": [\"42B71\", \"31D15(+9321)\", \"42A26\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.15837563451776648, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 361, "gt_codes": [ "41A681" ], "predicted_codes": [ "41A635", "47I422" ], "generated_text": "{\"iconclass-codes\": [\"41A635\", \"47I422\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6153846153846154, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 362, "gt_codes": [ "25H15", "25H156", "25H213" ], "predicted_codes": [ "25G3", "25H15" ], "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H15\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.7444938820912124, "code_precision": 0.5, "code_recall": 0.3333333333333333 }, { "index": 363, "gt_codes": [ "31A2421", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A2421", "31D15:61BB", "61B(+52)", "61B:31A2212(+1)" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+52)\", \"61B:31A2212(+1)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 1.0, "code_precision": 0.75, "code_recall": 0.75 }, { "index": 364, "gt_codes": [ "25A13", "41A62" ], "predicted_codes": [ "41A63", "48C2" ], "generated_text": "{\"iconclass-codes\": [\"41A63\", \"48C2\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.44245810055865925, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 365, "gt_codes": [ "31D112:61B2(...)1", "34B11", "41C621", "61B(+53)" ], "predicted_codes": [ "31A24(+1)", "61B(+53)" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+53)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5023963133640553, "code_precision": 0.5, "code_recall": 0.25 }, { "index": 366, "gt_codes": [ "23D43", "25G3(+33)", "25H", "25H17", "25I" ], "predicted_codes": [ "25G3", "25H17" ], "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H17\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.7730061349693252, "code_precision": 0.5, "code_recall": 0.2 }, { "index": 367, "gt_codes": [ "31A24(+1)", "31D15:61BB", "61B(+52)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A24(+1)", "61B(+52)", "61B:31A2212(+1)" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31A2212(+1)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.9159891598915989, "code_precision": 1.0, "code_recall": 0.75 }, { "index": 368, "gt_codes": [ "48C1412" ], "predicted_codes": [ "41A2", "48C165" ], "generated_text": "{\"iconclass-codes\": [\"41A2\", \"48C165\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5846153846153846, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 369, "gt_codes": [ "45K" ], "predicted_codes": [ "45K" ], "generated_text": "{\"iconclass-codes\": [\"45K\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 370, "gt_codes": [ "25F2('TRAMET')" ], "predicted_codes": [ "25F(+342)", "25FF241", "47I213" ], "generated_text": "{\"iconclass-codes\": [\"25F(+342)\", \"25FF241\", \"47I213\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.45599999999999996, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 371, "gt_codes": [ "71F2152", "71F2143" ], "predicted_codes": [ "71E3243" ], "generated_text": "{\"iconclass-codes\": [\"71E3243\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.4000000000000001, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 372, "gt_codes": [ "11Q651", "49MM32" ], "predicted_codes": [ "11P341", "49MM32" ], "generated_text": "{\"iconclass-codes\": [\"11P341\", \"49MM32\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.7, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 373, "gt_codes": [ "11(+5)", "11(+5):61B", "11H", "11H(JOHN THE BAPTIST)", "11HH", "11HH(MARY MAGDALENE)", "25H11", "47I2133", "49M32" ], "predicted_codes": [ "11H", "11HH(CATHERINE)" ], "generated_text": "{\"iconclass-codes\": [\"11H\", \"11HH(CATHERINE)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.691860465116279, "code_precision": 0.5, "code_recall": 0.1111111111111111 }, { "index": 374, "gt_codes": [ "25F23(TIGER)" ], "predicted_codes": [ "25F23(LION)", "47I2111" ], "generated_text": "{\"iconclass-codes\": [\"25F23(LION)\", \"47I2111\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 375, "gt_codes": [ "31F2", "43A4313", "45(+221)", "45F5" ], "predicted_codes": [ "45B2" ], "generated_text": "{\"iconclass-codes\": [\"45B2\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.30194552529182883, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 376, "gt_codes": [ "45B", "45C16(CANNON)", "46C131", "46A7", "44F1", "41A141", "32B311(FRENCH)" ], "predicted_codes": [ "25I1", "46A7", "31E234631", "45B", "46C131" ], "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46A7\", \"31E234631\", \"45B\", \"46C131\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.6004883831199621, "code_precision": 0.6, "code_recall": 0.42857142857142855 }, { "index": 377, "gt_codes": [ "49L171", "49M413", "49M3", "49L12(V)" ], "predicted_codes": [ "49L171", "49M413", "49M3", "49L12(V)" ], "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(V)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 378, "gt_codes": [ "25G21(BLACKBERRY)", "25G21(CHERRY)", "25G21(LEMON)", "25G21(PEACH)", "25G21(PRUNE)", "25G21(RED CURRANT)", "25G21(STRAWBERRY)", "41C341", "41C37", "41C653", "41C653(LEMON)", "41C653(PEACH)", "41C653(PRUNE)", "47I4223" ], "predicted_codes": [ "25G21(CHERRY)", "25G21(PEACH)", "41C37", "41C653", "41C653(PEACH)" ], "generated_text": "{\"iconclass-codes\": [\"25G21(CHERRY)\", \"25G21(PEACH)\", \"41C37\", \"41C653\", \"41C653(PEACH)\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.961038961038961, "code_precision": 1.0, "code_recall": 0.35714285714285715 }, { "index": 379, "gt_codes": [ "11D", "11D31", "31A24(+1)", "31A533(SPLIT BEARD)", "31A534", "61B(+51)", "61B:31A2212(+1)" ], "predicted_codes": [ "11D", "31A24(+1)", "61B:31A2212(+1)" ], "generated_text": "{\"iconclass-codes\": [\"11D\", \"31A24(+1)\", \"61B:31A2212(+1)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.8599348534201954, "code_precision": 1.0, "code_recall": 0.42857142857142855 }, { "index": 380, "gt_codes": [ "22C5", "25H13", "45C16(CANNON)(+1)", "46C24(STATENJACHT)" ], "predicted_codes": [ "25H13", "46C232" ], "generated_text": "{\"iconclass-codes\": [\"25H13\", \"46C232\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6654416961130741, "code_precision": 0.5, "code_recall": 0.25 }, { "index": 381, "gt_codes": [ "24A2", "25G4111", "45C13(SWORD)", "54F2", "56D1", "59B31", "86(ANTE OCCASUM LAUREA)" ], "predicted_codes": [ "24A1", "25G3(LAUREL)(+27)", "45C13(SWORD)", "56B1(+4):51GG1(+4)", "86(ANTE OCCASUM LAUREA)" ], "generated_text": "{\"iconclass-codes\": [\"24A1\", \"25G3(LAUREL)(+27)\", \"45C13(SWORD)\", \"56B1(+4):51GG1(+4)\", \"86(ANTE OCCASUM LAUREA)\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.6312659075686536, "code_precision": 0.4, "code_recall": 0.2857142857142857 }, { "index": 382, "gt_codes": [ "49L12(D)", "49L171", "73C1333" ], "predicted_codes": [ "49L12(D)", "49L171", "73D353" ], "generated_text": "{\"iconclass-codes\": [\"49L12(D)\", \"49L171\", \"73D353\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.7933333333333333, "code_precision": 0.6666666666666666, "code_recall": 0.6666666666666666 }, { "index": 383, "gt_codes": [ "44C312", "45I7", "61B2(RADETZKY, Johann)(+4)", "61K(QUADRILATERO)", "61I(BATTAGLIA DI GOITO)" ], "predicted_codes": [ "46A17", "32A5", "48C85431(PULCINELLA)", "44B04" ], "generated_text": "{\"iconclass-codes\": [\"46A17\", \"32A5\", \"48C85431(PULCINELLA)\", \"44B04\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.1425, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 384, "gt_codes": [ "31E23121" ], "predicted_codes": [ "11H(CHRISTOPHER)51", "46C131" ], "generated_text": "{\"iconclass-codes\": [\"11H(CHRISTOPHER)51\", \"46C131\"]}", "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": 385, "gt_codes": [ "49L12(D)", "49L171", "73B4" ], "predicted_codes": [ "11F24", "31A51453" ], "generated_text": "{\"iconclass-codes\": [\"11F24\", \"31A51453\"]}", "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": 386, "gt_codes": [ "25F35(PARROT)", "25F36(SWAN)", "25I145", "31A5331", "31D112", "31D14", "31D15", "34B11", "41A1", "41A422", "41A646", "42G:61B2(...)13", "47I213", "61B(+55)", "92D1916" ], "predicted_codes": [ "25F35(PARROT)", "41A6", "42G:61B2(...)13" ], "generated_text": "{\"iconclass-codes\": [\"25F35(PARROT)\", \"41A6\", \"42G:61B2(...)13\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.5105759162303665, "code_precision": 0.6666666666666666, "code_recall": 0.13333333333333333 }, { "index": 387, "gt_codes": [ "11I61", "98B" ], "predicted_codes": [ "11I62", "49C3" ], "generated_text": "{\"iconclass-codes\": [\"11I62\", \"49C3\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.4000000000000001, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 388, "gt_codes": [ "31A2421", "61B(+52)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A24(+1)", "61B(+53)" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+53)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.863826212193951, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 389, "gt_codes": [ "25F711(BEE)", "25F711(BUTTERFLY)", "25G41(ANEMONE)", "25G41(AURICULA)", "25G41(CARNATION)", "25G41(CONVOLVULUS)", "25G41(CROWN IMPERIAL)", "25G41(DAGSCONE)", "25G41(FRITILLARIA IMPERIALIS)", "25G41(LILY)", "25G41(ROSE)", "25G41(TULIP)", "41A646", "41A671", "41A6711" ], "predicted_codes": [ "25G41(ANEMONE)", "25G41(CARNATION)", "25G41(CONVOLVULUS)", "25G41(DAGSCONE)", "25G41(LILY)", "25G41(MARIGOLD)", "25G41(ROSE)", "25G41(TULIP)", "41A671", "41A773" ], "generated_text": "{\"iconclass-codes\": [\"25G41(ANEMONE)\", \"25G41(CARNATION)\", \"25G41(CONVOLVULUS)\", \"25G41(DAGSCONE)\", \"25G41(LILY)\", \"25G41(MARIGOLD)\", \"25G41(ROSE)\", \"25G41(TULIP)\", \"41A671\", \"41A773\"]}", "valid_json": true, "valid_code_count": 10, "total_predicted": 10, "exact_match": false, "hierarchical_f1": 0.9276985195154779, "code_precision": 0.8, "code_recall": 0.5333333333333333 }, { "index": 390, "gt_codes": [ "11P4433", "44G311" ], "predicted_codes": [ "41C742" ], "generated_text": "{\"iconclass-codes\": [\"41C742\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.13333333333333333, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 391, "gt_codes": [ "25F23(WOLF)(+2)", "25F23(WOLF)(+21)", "25F23(WOLF)(+23)", "25H18", "26D1", "51HH3", "86(SEHR SCHLIMM, DOCH OHNE MENGE)" ], "predicted_codes": [ "25F23(WOLF)(+41)", "25H17", "51BB3(+0)", "86(SEHR SCHLIM, DOCH OHNE DER MENGE)" ], "generated_text": "{\"iconclass-codes\": [\"25F23(WOLF)(+41)\", \"25H17\", \"51BB3(+0)\", \"86(SEHR SCHLIM, DOCH OHNE DER MENGE)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.7847133757961784, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 392, "gt_codes": [ "25I241", "48C7354" ], "predicted_codes": [ "25I2", "31A(+73)", "41C12" ], "generated_text": "{\"iconclass-codes\": [\"25I2\", \"31A(+73)\", \"41C12\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.37999999999999995, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 393, "gt_codes": [ "11H", "73", "73D415" ], "predicted_codes": [ "73", "73D415" ], "generated_text": "{\"iconclass-codes\": [\"73\", \"73D415\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.8, "code_precision": 1.0, "code_recall": 0.6666666666666666 }, { "index": 394, "gt_codes": [ "11M42", "46C131" ], "predicted_codes": [ "83(MANDEVILLE, Voyages)", "46C131", "25F24(STAG)" ], "generated_text": "{\"iconclass-codes\": [\"83(MANDEVILLE, Voyages)\", \"46C131\", \"25F24(STAG)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.4, "code_precision": 0.3333333333333333, "code_recall": 0.5 }, { "index": 395, "gt_codes": [ "61B(+2)", "61B(+52)" ], "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": 0.687089715536105, "code_precision": 0.3333333333333333, "code_recall": 0.5 }, { "index": 396, "gt_codes": [ "25A4", "45K13" ], "predicted_codes": [ "25A4", "45K13" ], "generated_text": "{\"iconclass-codes\": [\"25A4\", \"45K13\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 397, "gt_codes": [ "31A2211", "31A24(+1)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A24(+1)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.9559543230016314, "code_precision": 1.0, "code_recall": 0.5 }, { "index": 398, "gt_codes": [ "44C312", "61A(1848)", "23C1", "44F0", "61A(1849)" ], "predicted_codes": [ "46A17", "44C312", "59CC2" ], "generated_text": "{\"iconclass-codes\": [\"46A17\", \"44C312\", \"59CC2\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.3255104063429138, "code_precision": 0.3333333333333333, "code_recall": 0.2 }, { "index": 399, "gt_codes": [ "94A41", "46C22" ], "predicted_codes": [ "83(BOCCACCIO, De claris mulieribus)", "96C(ROMULUS)12" ], "generated_text": "{\"iconclass-codes\": [\"83(BOCCACCIO, De claris mulieribus)\", \"96C(ROMULUS)12\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.095, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 400, "gt_codes": [ "71A611" ], "predicted_codes": [ "71A6" ], "generated_text": "{\"iconclass-codes\": [\"71A6\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.76, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 401, "gt_codes": [ "31A235", "41A2", "48B3:61B", "48C524", "61B(+54)", "61B:31D14" ], "predicted_codes": [ "31A235", "31A2421", "61B(+54)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A2421\", \"61B(+54)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.6527777777777778, "code_precision": 0.75, "code_recall": 0.5 }, { "index": 402, "gt_codes": [ "92D1916", "45C15(BOW AND ARROW)", "41B32", "48A9831" ], "predicted_codes": [ "92D1916", "48C7352", "48A98312" ], "generated_text": "{\"iconclass-codes\": [\"92D1916\", \"48C7352\", \"48A98312\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.6681513117754728, "code_precision": 0.3333333333333333, "code_recall": 0.25 }, { "index": 403, "gt_codes": [ "32B311(DUTCH)(+3)", "41D21(+82)", "41D262" ], "predicted_codes": [ "41D2" ], "generated_text": "{\"iconclass-codes\": [\"41D2\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.6080000000000001, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 404, "gt_codes": [ "25F23(LION)", "25H", "31D14", "34B11", "43C114", "46C13141" ], "predicted_codes": [ "25F23(LION)", "41A77", "46C13185" ], "generated_text": "{\"iconclass-codes\": [\"25F23(LION)\", \"41A77\", \"46C13185\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.528705882352941, "code_precision": 0.3333333333333333, "code_recall": 0.16666666666666666 }, { "index": 405, "gt_codes": [ "92B423" ], "predicted_codes": [ "92C454", "31D14", "31D15", "48A9876", "48C5156" ], "generated_text": "{\"iconclass-codes\": [\"92C454\", \"31D14\", \"31D15\", \"48A9876\", \"48C5156\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.13333333333333333, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 406, "gt_codes": [ "48A9833" ], "predicted_codes": [ "71E3243", "71E3241" ], "generated_text": "{\"iconclass-codes\": [\"71E3243\", \"71E3241\"]}", "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": 407, "gt_codes": [ "73", "73C523" ], "predicted_codes": [ "73", "73D415" ], "generated_text": "{\"iconclass-codes\": [\"73\", \"73D415\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.7, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 408, "gt_codes": [ "25F72(MUREX)(+36)", "83(OVID, Metamorphoses I:313-347)", "91E72", "92H171", "92H18(TRIDENT)", "92H391" ], "predicted_codes": [ "25H13", "92I7" ], "generated_text": "{\"iconclass-codes\": [\"25H13\", \"92I7\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.3315479115479116, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 409, "gt_codes": [ "46C24", "25H13", "41B16", "25G3(PALM-TREE)", "24D", "24A6", "71A341" ], "predicted_codes": [ "25H13", "71A42" ], "generated_text": "{\"iconclass-codes\": [\"25H13\", \"71A42\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.4674888178913737, "code_precision": 0.5, "code_recall": 0.14285714285714285 }, { "index": 410, "gt_codes": [ "11H(JUDE THADDAEUS)" ], "predicted_codes": [ "11H(LAURENCE)" ], "generated_text": "{\"iconclass-codes\": [\"11H(LAURENCE)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 1.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 411, "gt_codes": [ "25H133", "25H23(+1)" ], "predicted_codes": [ "46C21" ], "generated_text": "{\"iconclass-codes\": [\"46C21\"]}", "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": 412, "gt_codes": [ "11F4132", "11H(JOHN)12", "73G" ], "predicted_codes": [ "11H(JOHN)", "48A9876", "11F23", "48C5156" ], "generated_text": "{\"iconclass-codes\": [\"11H(JOHN)\", \"48A9876\", \"11F23\", \"48C5156\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.4485714285714285, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 413, "gt_codes": [ "25G41(VIOLET)" ], "predicted_codes": [ "25G4(Schlehe)" ], "generated_text": "{\"iconclass-codes\": [\"25G4(Schlehe)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.76, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 414, "gt_codes": [ "49H3", "83(OGILBY, America)" ], "predicted_codes": [ "45(+32)" ], "generated_text": "{\"iconclass-codes\": [\"45(+32)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.12666666666666665, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 415, "gt_codes": [ "11T", "11K" ], "predicted_codes": [ "11T", "11K" ], "generated_text": "{\"iconclass-codes\": [\"11T\", \"11K\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 416, "gt_codes": [ "31A231", "31A2422", "41A7751", "41D211", "41D221(HOOD)", "41D2321", "41D2661", "41D2662", "42A45", "61B(+55)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A231", "31D112:61B2(...)1", "41A711", "41C37", "41D2659(FRINGE)", "41D2661", "41D2668", "61B(+55)" ], "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31D112:61B2(...)1\", \"41A711\", \"41C37\", \"41D2659(FRINGE)\", \"41D2661\", \"41D2668\", \"61B(+55)\"]}", "valid_json": true, "valid_code_count": 8, "total_predicted": 8, "exact_match": false, "hierarchical_f1": 0.7871122338505956, "code_precision": 0.375, "code_recall": 0.2727272727272727 }, { "index": 417, "gt_codes": [ "86(INVIDIOSUM QUAM MISERUM ESSE PRAESTAT)", "25H2322", "46C24", "92I751", "94I182", "11N32", "56BB21" ], "predicted_codes": [ "83(OVID, Metamorphoses)" ], "generated_text": "{\"iconclass-codes\": [\"83(OVID, Metamorphoses)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.05, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 418, "gt_codes": [ "49E39", "25G4" ], "predicted_codes": [ "25G4(Wasserpfeffer)" ], "generated_text": "{\"iconclass-codes\": [\"25G4(Wasserpfeffer)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 419, "gt_codes": [ "31A25373", "31D120", "41A773", "44B193", "48C7322", "49M32", "49M43", "49N", "92L41" ], "predicted_codes": [ "11G23", "48C75" ], "generated_text": "{\"iconclass-codes\": [\"11G23\", \"48C75\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.2553009708737864, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 420, "gt_codes": [ "31E23621", "71H814", "71H815(+0)" ], "predicted_codes": [ "71C324", "71E526" ], "generated_text": "{\"iconclass-codes\": [\"71C324\", \"71E526\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.32, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 421, "gt_codes": [ "49L17", "49M413", "49M3", "49L12(T)" ], "predicted_codes": [ "49L17", "49M413", "49M3", "49L12(E)" ], "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(E)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 1.0, "code_precision": 0.75, "code_recall": 0.75 }, { "index": 422, "gt_codes": [ "33C23", "31D16", "46A1632", "46B311", "33A14", "55C2" ], "predicted_codes": [ "31D14", "31D15", "31A25552", "46B31" ], "generated_text": "{\"iconclass-codes\": [\"31D14\", \"31D15\", \"31A25552\", \"46B31\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.5161289719626169, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 423, "gt_codes": [ "31A235", "31D14", "41C74(+1)", "41C741" ], "predicted_codes": [ "31A235", "47H31" ], "generated_text": "{\"iconclass-codes\": [\"31A235\", \"47H31\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5093525179856114, "code_precision": 0.5, "code_recall": 0.25 }, { "index": 424, "gt_codes": [ "47I2112" ], "predicted_codes": [ "47I2112" ], "generated_text": "{\"iconclass-codes\": [\"47I2112\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 425, "gt_codes": [ "41A723", "41D282", "47H311", "47H312", "86(VIS AMORIS)", "94L24(+0)" ], "predicted_codes": [ "25F(+342):25F(+154)", "25G13", "25H114", "31A2352", "31A2512(+933)", "31A2621(+53)", "31A534", "31D14", "41D211(+81)", "41D27", "44B191", "44B192", "45C11(SPEAR)", "45C22", "45C221", "48A984", "48A9857(HEPTATEUCH)", "48C161", "48C1613", "48C24" ], "generated_text": "{\"iconclass-codes\": [\"25F(+342):25F(+154)\", \"25G13\", \"25H114\", \"31A2352\", \"31A2512(+933)\", \"31A2621(+53)\", \"31A534\", \"31D14\", \"41D211(+81)\", \"41D27\", \"44B191\", \"44B192\", \"45C11(SPEAR)\", \"45C22\", \"45C221\", \"48A984\", \"48A9857(HEPTATEUCH)\", \"48C161\", \"48C1613\", \"48C24\"]}", "valid_json": true, "valid_code_count": 20, "total_predicted": 20, "exact_match": false, "hierarchical_f1": 0.2116848850358085, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 426, "gt_codes": [ "73", "73B57" ], "predicted_codes": [ "11F4", "25H", "31A233", "73" ], "generated_text": "{\"iconclass-codes\": [\"11F4\", \"25H\", \"31A233\", \"73\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.3670212765957447, "code_precision": 0.25, "code_recall": 0.5 }, { "index": 427, "gt_codes": [ "47I2112", "47I213", "47I214", "47I221", "73", "73B14" ], "predicted_codes": [ "11G", "47I213", "47I214" ], "generated_text": "{\"iconclass-codes\": [\"11G\", \"47I213\", \"47I214\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.6366209449161768, "code_precision": 0.6666666666666666, "code_recall": 0.3333333333333333 }, { "index": 428, "gt_codes": [ "11F23" ], "predicted_codes": [ "11F23", "46A12" ], "generated_text": "{\"iconclass-codes\": [\"11F23\", \"46A12\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 0.5, "code_recall": 1.0 }, { "index": 429, "gt_codes": [ "44BB114(SULTAN'S WIFE)", "61BB2(HURREM SULTAN)1(+522)", "61BB2(ROXOLANA)1(+522)", "86(ROXOLANA SIVE ROSA SOLYMMANI UXOR)" ], "predicted_codes": [ "61B2(Roxolana)11(+53)", "44BB113" ], "generated_text": "{\"iconclass-codes\": [\"61B2(Roxolana)11(+53)\", \"44BB113\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6192592592592592, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 430, "gt_codes": [ "25H11", "25H213", "25I", "46C112" ], "predicted_codes": [ "25H11", "46C112:47G52" ], "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C112:47G52\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.8151530229064965, "code_precision": 0.5, "code_recall": 0.25 }, { "index": 431, "gt_codes": [ "73B13" ], "predicted_codes": [ "73B13" ], "generated_text": "{\"iconclass-codes\": [\"73B13\"]}", "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": 432, "gt_codes": [ "31A235", "31A2422", "61B(+53)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A2422", "61B(+53)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"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": 433, "gt_codes": [ "25I22", "25I3", "31A2711", "33A35", "41D263", "49L8", "73E341", "86(WAS ONS HART NIET BRANDENDE IN ONS, TERWIJL HIJ ONDERWEG TOT ONS SPRAK EN ONS DE SCHRIFTEN OPENDE?)" ], "predicted_codes": [ "49M431" ], "generated_text": "{\"iconclass-codes\": [\"49M431\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.12176795580110499, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 434, "gt_codes": [ "25F26(HARE)", "25F38(PARTRIDGE)", "25G21(LEMON)", "41C653(LEMON)", "43C113" ], "predicted_codes": [ "25F38(PARTRIDGE)", "41A771", "41C653" ], "generated_text": "{\"iconclass-codes\": [\"25F38(PARTRIDGE)\", \"41A771\", \"41C653\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.7111111111111111, "code_precision": 0.3333333333333333, "code_recall": 0.2 }, { "index": 435, "gt_codes": [ "25H15", "43C121(+4161)", "46C232" ], "predicted_codes": [ "25H", "46C1112" ], "generated_text": "{\"iconclass-codes\": [\"25H\", \"46C1112\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.49875, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 436, "gt_codes": [ "24C14", "25A13", "25F35(PEACOCK)", "25G3", "25G4(+32)", "31D120", "41B31(+1)", "46C13192", "49D11(XX)", "52BB1", "86(PROLES TUA, MAIA, IUVENTUS)", "86(HIS BONES ARE FULL OF THE SINNES OF HIS YOUTH)" ], "predicted_codes": [ "23A1", "24A6", "25F35(PEACOCK)", "25G3", "25H114", "31A2748:41B121", "41B31(+1)", "49D36", "52E22(+4)", "54AA43(+4)", "86(DIE LIEBE)" ], "generated_text": "{\"iconclass-codes\": [\"23A1\", \"24A6\", \"25F35(PEACOCK)\", \"25G3\", \"25H114\", \"31A2748:41B121\", \"41B31(+1)\", \"49D36\", \"52E22(+4)\", \"54AA43(+4)\", \"86(DIE LIEBE)\"]}", "valid_json": true, "valid_code_count": 11, "total_predicted": 11, "exact_match": false, "hierarchical_f1": 0.6261805681201374, "code_precision": 0.2727272727272727, "code_recall": 0.25 }, { "index": 437, "gt_codes": [ "24A6", "25H13", "25H2323", "25I5", "31A2762", "31A2764", "31A453(+3)", "83(OVID, Metamorphoses VIII:183-235)", "95A(ICARUS)68" ], "predicted_codes": [ "83(OVID, Metamorphoses)" ], "generated_text": "{\"iconclass-codes\": [\"83(OVID, Metamorphoses)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.19999999999999998, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 438, "gt_codes": [ "31A22141", "31A22153", "49G3(+52)" ], "predicted_codes": [ "49G613" ], "generated_text": "{\"iconclass-codes\": [\"49G613\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.285, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 439, "gt_codes": [ "31A2422", "31D15:61BB", "61B(+53)" ], "predicted_codes": [ "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": 0.8262929745889388, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 440, "gt_codes": [ "31A235", "31A2421", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A2421", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.9754098360655737, "code_precision": 1.0, "code_recall": 0.8 }, { "index": 441, "gt_codes": [ "86(JUDICIUM MEMORATU DIGNUM)", "42B53", "42B4", "11Q01" ], "predicted_codes": [ "83(OVID, Metamorphoses)" ], "generated_text": "{\"iconclass-codes\": [\"83(OVID, Metamorphoses)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.08000000000000002, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 442, "gt_codes": [ "25F23(ERMINE)(+351)", "31A2421", "31AA533(...)", "31D15:61BB", "41D2211", "61B(+52)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A2421", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.7931034482758621, "code_precision": 0.75, "code_recall": 0.42857142857142855 }, { "index": 443, "gt_codes": [ "48C811", "48C85" ], "predicted_codes": [ "41A2", "48C513" ], "generated_text": "{\"iconclass-codes\": [\"41A2\", \"48C513\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.47158163265306124, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 444, "gt_codes": [ "41A2", "41A671" ], "predicted_codes": [ "48B11", "48C5142" ], "generated_text": "{\"iconclass-codes\": [\"48B11\", \"48C5142\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.19, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 445, "gt_codes": [ "92C1" ], "predicted_codes": [ "25F35(PEACOCK)", "92C4" ], "generated_text": "{\"iconclass-codes\": [\"25F35(PEACOCK)\", \"92C4\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.4, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 446, "gt_codes": [ "11L53", "41A251", "49L5", "49L62", "49MM32" ], "predicted_codes": [ "11Q511", "49MM32" ], "generated_text": "{\"iconclass-codes\": [\"11Q511\", \"49MM32\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5577202072538859, "code_precision": 0.5, "code_recall": 0.2 }, { "index": 447, "gt_codes": [ "11(+5):61B", "25H" ], "predicted_codes": [ "11(+5):61B", "25H114", "31A233", "31D14", "31D15", "41A12", "41C7111", "42E3", "44B113", "45B", "45C13(SWORD)", "46A122", "48C162" ], "generated_text": "{\"iconclass-codes\": [\"11(+5):61B\", \"25H114\", \"31A233\", \"31D14\", \"31D15\", \"41A12\", \"41C7111\", \"42E3\", \"44B113\", \"45B\", \"45C13(SWORD)\", \"46A122\", \"48C162\"]}", "valid_json": true, "valid_code_count": 13, "total_predicted": 13, "exact_match": false, "hierarchical_f1": 0.2093333333333333, "code_precision": 0.07692307692307693, "code_recall": 0.5 }, { "index": 448, "gt_codes": [ "11I2", "59C2", "92C1" ], "predicted_codes": [ "45C1", "92B37" ], "generated_text": "{\"iconclass-codes\": [\"45C1\", \"92B37\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.15200000000000002, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 449, "gt_codes": [ "43A(+2)", "48B43" ], "predicted_codes": [ "43A(+2)" ], "generated_text": "{\"iconclass-codes\": [\"43A(+2)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.7460815047021944, "code_precision": 1.0, "code_recall": 0.5 }, { "index": 450, "gt_codes": [ "31A2422", "41D222(RUFF)", "41D2659(SASH)", "45C22", "46A1241(ORDER OF THE GARTER)", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A2422", "45B", "61B(+52)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"45B\", \"61B(+52)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.7061980624327233, "code_precision": 0.75, "code_recall": 0.375 }, { "index": 451, "gt_codes": [ "46C24" ], "predicted_codes": [ "46C21" ], "generated_text": "{\"iconclass-codes\": [\"46C21\"]}", "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": 452, "gt_codes": [ "31A24(+1)", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A24(+1)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.9294078287052525, "code_precision": 1.0, "code_recall": 0.5 }, { "index": 453, "gt_codes": [ "31D112", "31D15", "31D16", "41B4", "9" ], "predicted_codes": [ "31D14", "31D15", "71", "71C213" ], "generated_text": "{\"iconclass-codes\": [\"31D14\", \"31D15\", \"71\", \"71C213\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.4790020790020791, "code_precision": 0.25, "code_recall": 0.2 }, { "index": 454, "gt_codes": [ "45B", "45C19(SHIELD)", "25G41", "44A31", "46C131" ], "predicted_codes": [ "45C22", "46A124", "48A98311", "45C19(SHIELD)", "45C221" ], "generated_text": "{\"iconclass-codes\": [\"45C22\", \"46A124\", \"48A98311\", \"45C19(SHIELD)\", \"45C221\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.4611645569620253, "code_precision": 0.2, "code_recall": 0.2 }, { "index": 455, "gt_codes": [ "25G3", "31A235", "46A7" ], "predicted_codes": [ "31A25(+933)", "46A7" ], "generated_text": "{\"iconclass-codes\": [\"31A25(+933)\", \"46A7\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.704, "code_precision": 0.5, "code_recall": 0.3333333333333333 }, { "index": 456, "gt_codes": [ "11P3151", "25I2" ], "predicted_codes": [ "25H114", "25I" ], "generated_text": "{\"iconclass-codes\": [\"25H114\", \"25I\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.35625, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 457, "gt_codes": [ "35" ], "predicted_codes": [ "43C128", "46A151" ], "generated_text": "{\"iconclass-codes\": [\"43C128\", \"46A151\"]}", "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": 458, "gt_codes": [ "31A2421", "31D15:61BB", "61B(+52)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A2421", "31D15:61BB", "61B(+52)", "61B:31A2212(+1)" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+52)\", \"61B:31A2212(+1)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 459, "gt_codes": [ "86(DRACHMAM INUENIT)" ], "predicted_codes": [ "25G3(LAUREL)(+27)", "26A", "31A247", "31A2512(+933)", "31B6211", "31D11221(+89)", "45C15(ARROW)", "45C15(BOW)", "45C23", "56F2(+4)", "86(DRACHMAN INUENIT)" ], "generated_text": "{\"iconclass-codes\": [\"25G3(LAUREL)(+27)\", \"26A\", \"31A247\", \"31A2512(+933)\", \"31B6211\", \"31D11221(+89)\", \"45C15(ARROW)\", \"45C15(BOW)\", \"45C23\", \"56F2(+4)\", \"86(DRACHMAN INUENIT)\"]}", "valid_json": true, "valid_code_count": 11, "total_predicted": 11, "exact_match": false, "hierarchical_f1": 0.16666666666666669, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 460, "gt_codes": [ "25H213", "25I12", "46C21" ], "predicted_codes": [ "25H11", "25I" ], "generated_text": "{\"iconclass-codes\": [\"25H11\", \"25I\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.45599999999999996, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 461, "gt_codes": [ "48C8421" ], "predicted_codes": [ "45C13(SWORD)", "48C7323", "92L41" ], "generated_text": "{\"iconclass-codes\": [\"45C13(SWORD)\", \"48C7323\", \"92L41\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.36602316602316604, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 462, "gt_codes": [ "31A2422", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A2422", "61B(+52)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.9876621322366339, "code_precision": 1.0, "code_recall": 0.75 }, { "index": 463, "gt_codes": [ "49L171", "49M413", "49M3", "49L12(E)", "49L12(S)" ], "predicted_codes": [ "49L171", "49M413", "49M3", "49L12(E)" ], "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(E)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 0.8 }, { "index": 464, "gt_codes": [ "44B1" ], "predicted_codes": [ "45C2" ], "generated_text": "{\"iconclass-codes\": [\"45C2\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.20000000000000004, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 465, "gt_codes": [ "31A(+89)", "31A2225", "31D15", "41A761", "61B(+55)" ], "predicted_codes": [ "31A(+89)", "31D15", "41A761" ], "generated_text": "{\"iconclass-codes\": [\"31A(+89)\", \"31D15\", \"41A761\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.8331388564760793, "code_precision": 1.0, "code_recall": 0.6 }, { "index": 466, "gt_codes": [ "31A231", "31D112", "33A3", "34B11", "48C51", "48C5111", "48C514(+414)", "48C5142", "48C5152", "48C5153" ], "predicted_codes": [ "31A25", "41A2", "48C5142:48C533" ], "generated_text": "{\"iconclass-codes\": [\"31A25\", \"41A2\", \"48C5142:48C533\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.655953815897989, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 467, "gt_codes": [ "31A233", "71", "71F311", "71F3111", "71F314" ], "predicted_codes": [ "11G", "25F39(DOVE)", "48C7352" ], "generated_text": "{\"iconclass-codes\": [\"11G\", \"25F39(DOVE)\", \"48C7352\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 468, "gt_codes": [ "31A2245(+933):25G411", "31A235", "31A2421", "31D15:61BB", "41A541", "41A711", "41A772", "41C37", "41D221(TIPMUTS)", "48C161", "49M32", "61B(+54)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A235", "31A2421", "31D15:61BB", "41A6", "41A711", "41C37", "48C161" ], "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A2421\", \"31D15:61BB\", \"41A6\", \"41A711\", \"41C37\", \"48C161\"]}", "valid_json": true, "valid_code_count": 7, "total_predicted": 7, "exact_match": false, "hierarchical_f1": 0.7865587375008503, "code_precision": 0.8571428571428571, "code_recall": 0.46153846153846156 }, { "index": 469, "gt_codes": [ "92D1916", "48C161", "59B32", "25H11", "48A98211", "46C112" ], "predicted_codes": [ "92D1916", "48C16", "45C13(SWORD)", "48A9876", "48C14", "48A9831", "48A9875", "48A98211" ], "generated_text": "{\"iconclass-codes\": [\"92D1916\", \"48C16\", \"45C13(SWORD)\", \"48A9876\", \"48C14\", \"48A9831\", \"48A9875\", \"48A98211\"]}", "valid_json": true, "valid_code_count": 8, "total_predicted": 8, "exact_match": false, "hierarchical_f1": 0.6198993288590604, "code_precision": 0.25, "code_recall": 0.3333333333333333 }, { "index": 470, "gt_codes": [ "25F37(STORK)", "25G21(ORANGE)", "41A7751:25G21", "41C653(ORANGE)", "46B31", "47I1421", "5(+1)", "92B11221", "92D1916" ], "predicted_codes": [ "12EE13", "12FF13", "47I15(SICKLE)", "9" ], "generated_text": "{\"iconclass-codes\": [\"12EE13\", \"12FF13\", \"47I15(SICKLE)\", \"9\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.2117952041477641, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 471, "gt_codes": [ "25I9", "42E3722", "48C149(+7242)", "71G113" ], "predicted_codes": [ "71C324" ], "generated_text": "{\"iconclass-codes\": [\"71C324\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.16000000000000003, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 472, "gt_codes": [ "31A2422", "31A5341", "46A122", "61B(+53)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A2422", "61B(+53)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+53)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.8574149012139965, "code_precision": 1.0, "code_recall": 0.5 }, { "index": 473, "gt_codes": [ "25I1", "31D14", "46C24", "25H13", "31D15", "46C232" ], "predicted_codes": [ "25I1", "46C232", "25H213", "46A122", "46C23221" ], "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46C232\", \"25H213\", \"46A122\", \"46C23221\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.6466303121474238, "code_precision": 0.4, "code_recall": 0.3333333333333333 }, { "index": 474, "gt_codes": [ "48C524" ], "predicted_codes": [ "48C7321", "48C75" ], "generated_text": "{\"iconclass-codes\": [\"48C7321\", \"48C75\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.57, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 475, "gt_codes": [ "11D", "11D351", "11Q2", "31B6214", "44G321(CROSS)", "45B", "45C11(SPEAR)", "45C22", "73D3522", "73D82(CROWN OF THORNS)" ], "predicted_codes": [ "73", "73D41" ], "generated_text": "{\"iconclass-codes\": [\"73\", \"73D41\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.1888962108731466, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 476, "gt_codes": [ "31D14", "48C75", "46C131", "48CC7352" ], "predicted_codes": [ "45B", "46C131" ], "generated_text": "{\"iconclass-codes\": [\"45B\", \"46C131\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.43675531914893617, "code_precision": 0.5, "code_recall": 0.25 }, { "index": 477, "gt_codes": [ "73D71" ], "predicted_codes": [ "73D55" ], "generated_text": "{\"iconclass-codes\": [\"73D55\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.6, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 478, "gt_codes": [ "31A(+926)", "31B1", "56DD11" ], "predicted_codes": [ "71D133" ], "generated_text": "{\"iconclass-codes\": [\"71D133\"]}", "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": 479, "gt_codes": [ "31A2421", "31D12", "61B(+52)", "61B:31D14" ], "predicted_codes": [ "31A2421", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.9056265018880878, "code_precision": 0.75, "code_recall": 0.75 }, { "index": 480, "gt_codes": [ "73B64" ], "predicted_codes": [ "73C8614" ], "generated_text": "{\"iconclass-codes\": [\"73C8614\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.38, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 481, "gt_codes": [ "73B25" ], "predicted_codes": [ "73B25" ], "generated_text": "{\"iconclass-codes\": [\"73B25\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 482, "gt_codes": [ "73C72" ], "predicted_codes": [ "73C4" ], "generated_text": "{\"iconclass-codes\": [\"73C4\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.57, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 483, "gt_codes": [ "45D311", "32B33", "61B2(FONDUK MUSTAFA PASCHA)11" ], "predicted_codes": [ "41D221(TURBAN)", "61B2(MUSTAFA )" ], "generated_text": "{\"iconclass-codes\": [\"41D221(TURBAN)\", \"61B2(MUSTAFA )\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.4799999999999999, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 484, "gt_codes": [ "11H(BAVO)32" ], "predicted_codes": [ "11H(PETER)", "73F264" ], "generated_text": "{\"iconclass-codes\": [\"11H(PETER)\", \"73F264\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 485, "gt_codes": [ "49L171", "49M413", "49M3", "49L12(D)" ], "predicted_codes": [ "49L171", "49M413", "49M3", "49L12(D)" ], "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(D)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 486, "gt_codes": [ "25H15", "25H213", "46C1112", "46C14", "46C2", "47I2112" ], "predicted_codes": [ "25H", "41A17" ], "generated_text": "{\"iconclass-codes\": [\"25H\", \"41A17\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.3485071090047393, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 487, "gt_codes": [ "31A2422", "31D15:61BB", "61B(+52)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A24(+1)", "31D15:61BB", "31D17", "61B(+52)", "61B:31A2212(+1)" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D15:61BB\", \"31D17\", \"61B(+52)\", \"61B:31A2212(+1)\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.9429349410361733, "code_precision": 0.6, "code_recall": 0.75 }, { "index": 488, "gt_codes": [ "31D15", "73F14", "73F2231" ], "predicted_codes": [ "25F31(+5262)", "25I144", "26A", "31A2512(+932)", "31A2512(+933)", "31A2515", "31A2515(+931)", "31A2516", "31A2516(+933)", "31A25552", "31A2711", "31AA2515(+931)", "31B6211", "31D14(+72)", "31D15", "31E234631", "33A11", "33C8120:5(+113)", "41D211(+81)", "41D211(+82)" ], "generated_text": "{\"iconclass-codes\": [\"25F31(+5262)\", \"25I144\", \"26A\", \"31A2512(+932)\", \"31A2512(+933)\", \"31A2515\", \"31A2515(+931)\", \"31A2516\", \"31A2516(+933)\", \"31A25552\", \"31A2711\", \"31AA2515(+931)\", \"31B6211\", \"31D14(+72)\", \"31D15\", \"31E234631\", \"33A11\", \"33C8120:5(+113)\", \"41D211(+81)\", \"41D211(+82)\"]}", "valid_json": true, "valid_code_count": 20, "total_predicted": 20, "exact_match": false, "hierarchical_f1": 0.32574789056507286, "code_precision": 0.05, "code_recall": 0.3333333333333333 }, { "index": 489, "gt_codes": [ "25F22", "25F35(PARROT)", "41A16", "48C7323", "48C7351", "48C75", "48C755" ], "predicted_codes": [ "25F3", "41A6", "48C7311", "48C7323", "48C73513", "48C75" ], "generated_text": "{\"iconclass-codes\": [\"25F3\", \"41A6\", \"48C7311\", \"48C7323\", \"48C73513\", \"48C75\"]}", "valid_json": true, "valid_code_count": 6, "total_predicted": 6, "exact_match": false, "hierarchical_f1": 0.8384707050645482, "code_precision": 0.3333333333333333, "code_recall": 0.2857142857142857 }, { "index": 490, "gt_codes": [ "25G41(ROSE)", "25G41(TULIP)", "41A671", "41A772", "41C7111" ], "predicted_codes": [ "25G3", "41A671" ], "generated_text": "{\"iconclass-codes\": [\"25G3\", \"41A671\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6953016323633782, "code_precision": 0.5, "code_recall": 0.2 }, { "index": 491, "gt_codes": [ "31A2211", "31A233", "31D14" ], "predicted_codes": [ "31A2421", "31D15" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.7932773109243697, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 492, "gt_codes": [ "71C1131", "71C1181" ], "predicted_codes": [ "73C8645" ], "generated_text": "{\"iconclass-codes\": [\"73C8645\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.20000000000000004, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 493, "gt_codes": [ "45A20", "92D1916" ], "predicted_codes": [ "25G3(LAUREL)(+27)", "46C13141", "92D1916" ], "generated_text": "{\"iconclass-codes\": [\"25G3(LAUREL)(+27)\", \"46C13141\", \"92D1916\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.476, "code_precision": 0.3333333333333333, "code_recall": 0.5 }, { "index": 494, "gt_codes": [ "73C63" ], "predicted_codes": [ "73C421", "73C422" ], "generated_text": "{\"iconclass-codes\": [\"73C421\", \"73C422\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.57, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 495, "gt_codes": [ "25F3", "25F32(FINCH)", "25F36(GULL)", "25F38(PHEASANT)", "25H14", "41A12", "46C21", "46C223" ], "predicted_codes": [ "25F3", "25H114", "25I5" ], "generated_text": "{\"iconclass-codes\": [\"25F3\", \"25H114\", \"25I5\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.5936326530612245, "code_precision": 0.3333333333333333, "code_recall": 0.125 }, { "index": 496, "gt_codes": [ "31B13", "31E2345", "71F1544", "72A" ], "predicted_codes": [ "71U4273", "72A" ], "generated_text": "{\"iconclass-codes\": [\"71U4273\", \"72A\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.4666666666666667, "code_precision": 0.5, "code_recall": 0.25 }, { "index": 497, "gt_codes": [ "71", "71A611" ], "predicted_codes": [ "11G", "25F36(DUCK)", "25H15", "71" ], "generated_text": "{\"iconclass-codes\": [\"11G\", \"25F36(DUCK)\", \"25H15\", \"71\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.3670212765957447, "code_precision": 0.25, "code_recall": 0.5 }, { "index": 498, "gt_codes": [ "21D" ], "predicted_codes": [ "41C323" ], "generated_text": "{\"iconclass-codes\": [\"41C323\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 499, "gt_codes": [ "25I1", "25H213", "23O13", "73C7112" ], "predicted_codes": [ "25I1", "46C24", "25H13", "46C232", "48A9876", "46C223" ], "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46C24\", \"25H13\", \"46C232\", \"48A9876\", \"46C223\"]}", "valid_json": true, "valid_code_count": 6, "total_predicted": 6, "exact_match": false, "hierarchical_f1": 0.3288639053254438, "code_precision": 0.16666666666666666, "code_recall": 0.25 }, { "index": 500, "gt_codes": [ "86(DE KLUIZENAAR. AFGESCHEIDEN, VAN'T QUAAD)", "11Q331", "59AA1", "11M31" ], "predicted_codes": [ "86(DE LIEFDE IS EEN VREEMD GOED)", "41A17", "31D16", "56B2" ], "generated_text": "{\"iconclass-codes\": [\"86(DE LIEFDE IS EEN VREEMD GOED)\", \"41A17\", \"31D16\", \"56B2\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.2975, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 501, "gt_codes": [ "49L171", "49M413", "49M3", "49L12(D)" ], "predicted_codes": [ "49L171", "49M413", "49M3", "49L12(D)" ], "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(D)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 502, "gt_codes": [ "31A2421", "31A534", "41A7212", "48B3:61B", "61B(+54)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A235", "31A24(+1)", "61B(+54)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A24(+1)\", \"61B(+54)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.7372113022113022, "code_precision": 0.5, "code_recall": 0.2857142857142857 }, { "index": 503, "gt_codes": [ "22C4(GOLD)", "22C4(RED)", "25F23(LION)(+12)", "25F23(LION)(+154)", "25F23(LION)(+561)", "25H1", "44B191", "61D(BRITAIN)", "86(SIC PACEM HABEMUS)" ], "predicted_codes": [ "25F23(LION)(+1)", "44B191", "86(AMOR PATRIAE)" ], "generated_text": "{\"iconclass-codes\": [\"25F23(LION)(+1)\", \"44B191\", \"86(AMOR PATRIAE)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.7804878048780487, "code_precision": 0.3333333333333333, "code_recall": 0.1111111111111111 }, { "index": 504, "gt_codes": [ "25G4(STRAWBERRY)" ], "predicted_codes": [ "25G4(Stachelbeere)" ], "generated_text": "{\"iconclass-codes\": [\"25G4(Stachelbeere)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 1.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 505, "gt_codes": [ "11C15", "31B11", "41A773", "41A777", "47I1421", "71F641", "71F655(+0)", "71F657" ], "predicted_codes": [ "71C324", "71C325" ], "generated_text": "{\"iconclass-codes\": [\"71C324\", \"71C325\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.2181818181818182, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 506, "gt_codes": [ "41A221", "41A33", "42F51" ], "predicted_codes": [ "31D14", "31D15", "41A2" ], "generated_text": "{\"iconclass-codes\": [\"31D14\", \"31D15\", \"41A2\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.33777777777777784, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 507, "gt_codes": [ "31A72", "31F2" ], "predicted_codes": [ "31F26", "42E131" ], "generated_text": "{\"iconclass-codes\": [\"31F26\", \"42E131\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.4591666666666667, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 508, "gt_codes": [ "31A2421", "61B(+53)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A2421", "61B(+52)", "61B: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": 0.9876621322366339, "code_precision": 0.6666666666666666, "code_recall": 0.5 }, { "index": 509, "gt_codes": [ "73D351" ], "predicted_codes": [ "73D351" ], "generated_text": "{\"iconclass-codes\": [\"73D351\"]}", "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": 510, "gt_codes": [ "11G", "41B311", "41C321", "48C24", "49L73" ], "predicted_codes": [ "11G", "25I" ], "generated_text": "{\"iconclass-codes\": [\"11G\", \"25I\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.28571428571428575, "code_precision": 0.5, "code_recall": 0.2 }, { "index": 511, "gt_codes": [ "73C864", "73C86463" ], "predicted_codes": [ "47B1814", "47I2271" ], "generated_text": "{\"iconclass-codes\": [\"47B1814\", \"47I2271\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 512, "gt_codes": [ "31A2422", "31D15:61BB", "41D221(VLEUGELMUTS)", "41D222(RUFF)", "41D2661", "61B(+52)" ], "predicted_codes": [ "31A2422", "31D15:61BB", "41D221(CAP)", "41D222(RUFF)", "61B(+52)" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D15:61BB\", \"41D221(CAP)\", \"41D222(RUFF)\", \"61B(+52)\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.9795918367346939, "code_precision": 0.8, "code_recall": 0.6666666666666666 }, { "index": 513, "gt_codes": [ "23D43", "23T27(GEORGIAN)", "23T27(XIX)", "23T27(XVIII)", "31A235", "31A5341", "31B19", "31D1(+79)", "31D111", "31D112", "31D14", "31D15", "33A5", "41A17", "41A2", "41A711", "41A712", "41A721", "41A773", "41C11" ], "predicted_codes": [ "23T27(VICTORIAN)", "23T27(XIX)", "25I", "31A235", "31D1(+74)", "31D112", "31D14", "31D15", "31E23621", "33C21", "41A191", "41A2", "41A711", "41A721", "41B162", "41B21", "41B2141", "41C11", "41C12", "41C21" ], "generated_text": "{\"iconclass-codes\": [\"23T27(VICTORIAN)\", \"23T27(XIX)\", \"25I\", \"31A235\", \"31D1(+74)\", \"31D112\", \"31D14\", \"31D15\", \"31E23621\", \"33C21\", \"41A191\", \"41A2\", \"41A711\", \"41A721\", \"41B162\", \"41B21\", \"41B2141\", \"41C11\", \"41C12\", \"41C21\"]}", "valid_json": true, "valid_code_count": 20, "total_predicted": 20, "exact_match": false, "hierarchical_f1": 0.8074441358024693, "code_precision": 0.45, "code_recall": 0.45 }, { "index": 514, "gt_codes": [ "86(GEBRECHEN MACHT KUNSTREICH)", "25I1", "61E(WISMAR)", "95A(ERICHTHONIUS)", "31A4153", "46C1422", "31A4", "55BB1", "52A42" ], "predicted_codes": [ "86(DEBRECHEN MACHT R\u00dcNSTREICH)", "25I1", "61E(WISMAR)", "94L321", "46C1442", "46A122" ], "generated_text": "{\"iconclass-codes\": [\"86(DEBRECHEN MACHT R\\u00dcNSTREICH)\", \"25I1\", \"61E(WISMAR)\", \"94L321\", \"46C1442\", \"46A122\"]}", "valid_json": true, "valid_code_count": 6, "total_predicted": 6, "exact_match": false, "hierarchical_f1": 0.5645298749421027, "code_precision": 0.3333333333333333, "code_recall": 0.2222222222222222 }, { "index": 515, "gt_codes": [ "41C26131", "41C68" ], "predicted_codes": [ "25F36(DUCK)", "41A775", "41C26131" ], "generated_text": "{\"iconclass-codes\": [\"25F36(DUCK)\", \"41A775\", \"41C26131\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.5800803212851405, "code_precision": 0.3333333333333333, "code_recall": 0.5 }, { "index": 516, "gt_codes": [ "25I", "31A231", "31A2422", "61B(+55)", "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": 0.7509986684420773, "code_precision": 0.75, "code_recall": 0.6 }, { "index": 517, "gt_codes": [ "31A511", "41A2", "48A9863" ], "predicted_codes": [ "25I", "41A2" ], "generated_text": "{\"iconclass-codes\": [\"25I\", \"41A2\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.4423791821561338, "code_precision": 0.5, "code_recall": 0.3333333333333333 }, { "index": 518, "gt_codes": [ "25I2", "25H213", "25F6", "43C128", "46C232", "46C112", "47D31" ], "predicted_codes": [ "25I1", "46C232", "25H213", "47D31", "46A14", "43C128", "43C128(+416)", "43C128(+415)" ], "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46C232\", \"25H213\", \"47D31\", \"46A14\", \"43C128\", \"43C128(+416)\", \"43C128(+415)\"]}", "valid_json": true, "valid_code_count": 8, "total_predicted": 8, "exact_match": false, "hierarchical_f1": 0.8346786248131539, "code_precision": 0.5, "code_recall": 0.5714285714285714 }, { "index": 519, "gt_codes": [ "31A(+89)", "31D17", "41D28", "96", "96A1821" ], "predicted_codes": [ "11H", "31A(+89)", "41D2661" ], "generated_text": "{\"iconclass-codes\": [\"11H\", \"31A(+89)\", \"41D2661\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.494927726675427, "code_precision": 0.3333333333333333, "code_recall": 0.2 }, { "index": 520, "gt_codes": [ "11H(IGNATIUS OF ANTIOCH)", "11I5" ], "predicted_codes": [ "11H(SIGNATUS)" ], "generated_text": "{\"iconclass-codes\": [\"11H(SIGNATUS)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.8165680473372781, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 521, "gt_codes": [ "25G13", "25H11", "25H15", "25H213", "25H217", "25I5", "41A771:31A2774", "41A773:31A2774", "51I4(+4):52B5112(+4)", "54DD51(+4)", "83(ERASMUS, Adagiorum chiliades I i 32)", "86(ALIQUID MALI PROPTER VICINUM MALUM)" ], "predicted_codes": [ "25H114", "26A", "31A2748(+922)", "31B6241", "41A773", "41C27(POT)(+0)", "41D267", "46C1211", "54AA46(+4)", "54F12(+4)", "56BB1(+4):56F2(+4)", "86(INVIDIAE FORTUNA)" ], "generated_text": "{\"iconclass-codes\": [\"25H114\", \"26A\", \"31A2748(+922)\", \"31B6241\", \"41A773\", \"41C27(POT)(+0)\", \"41D267\", \"46C1211\", \"54AA46(+4)\", \"54F12(+4)\", \"56BB1(+4):56F2(+4)\", \"86(INVIDIAE FORTUNA)\"]}", "valid_json": true, "valid_code_count": 12, "total_predicted": 12, "exact_match": false, "hierarchical_f1": 0.4819122706422018, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 522, "gt_codes": [ "23O42", "24D1(SCORPIUS)", "25F715" ], "predicted_codes": [ "25F716(LOBSTER)" ], "generated_text": "{\"iconclass-codes\": [\"25F716(LOBSTER)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.578894472361809, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 523, "gt_codes": [ "25H", "25I", "46C513" ], "predicted_codes": [ "25H", "34B11", "46C131" ], "generated_text": "{\"iconclass-codes\": [\"25H\", \"34B11\", \"46C131\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.5925925925925926, "code_precision": 0.3333333333333333, "code_recall": 0.3333333333333333 }, { "index": 524, "gt_codes": [ "31A2422", "31A534", "31A5341", "41D222(RUFF)", "45B", "45C22:41D222(HALSBERG)", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A2422", "45B", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"45B\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.8564167725540026, "code_precision": 1.0, "code_recall": 0.5555555555555556 }, { "index": 525, "gt_codes": [ "25H213", "46C21", "46C24" ], "predicted_codes": [ "46C21" ], "generated_text": "{\"iconclass-codes\": [\"46C21\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.7499999999999999, "code_precision": 1.0, "code_recall": 0.3333333333333333 }, { "index": 526, "gt_codes": [ "25G3(+351)", "31A61", "41A1", "41C32(+0)", "43C114", "43C1147", "46C13141" ], "predicted_codes": [ "25G3(+371)", "46C131", "48C7354" ], "generated_text": "{\"iconclass-codes\": [\"25G3(+371)\", \"46C131\", \"48C7354\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.4954936305732484, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 527, "gt_codes": [ "25F26(HARE)", "25F38(PARTRIDGE)", "34B11", "34B12", "43C113" ], "predicted_codes": [ "25F36(DUCK)", "41A7751", "43C113" ], "generated_text": "{\"iconclass-codes\": [\"25F36(DUCK)\", \"41A7751\", \"43C113\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.5569679300291545, "code_precision": 0.3333333333333333, "code_recall": 0.2 }, { "index": 528, "gt_codes": [ "11P311", "11P31131", "11Q71455", "92I71181" ], "predicted_codes": [ "12A43", "12B61" ], "generated_text": "{\"iconclass-codes\": [\"12A43\", \"12B61\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.16285714285714287, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 529, "gt_codes": [ "25G41(ERYSIMUM CHEIRI)", "25G41(ROSE)", "25G41(TULIP)", "25G41(WALLFLOWER)", "41A671", "41A774" ], "predicted_codes": [ "25F711(BUTTERFLY)", "25G41(ROSE)", "25G41(TULIP)", "41A671", "41A774" ], "generated_text": "{\"iconclass-codes\": [\"25F711(BUTTERFLY)\", \"25G41(ROSE)\", \"25G41(TULIP)\", \"41A671\", \"41A774\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.933901918976546, "code_precision": 0.8, "code_recall": 0.6666666666666666 }, { "index": 530, "gt_codes": [ "25G21(LEMON)", "25G21(POMEGRANATE)", "25G41(ROSE)", "41A774", "41C323", "41C653(LEMON)", "47I4223" ], "predicted_codes": [ "25G21(LEMON)", "41C323", "41C653(LEMON)" ], "generated_text": "{\"iconclass-codes\": [\"25G21(LEMON)\", \"41C323\", \"41C653(LEMON)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.8515176374077111, "code_precision": 1.0, "code_recall": 0.42857142857142855 }, { "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, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.5995669291338582, "code_precision": 0.5, "code_recall": 0.2 }, { "index": 532, "gt_codes": [ "11F4", "11F41", "11F715", "25G41(VIOLET)", "25H", "31A2422", "61B(+53)" ], "predicted_codes": [ "11F4", "25G41(LILY)", "31A2422", "61B(+53)" ], "generated_text": "{\"iconclass-codes\": [\"11F4\", \"25G41(LILY)\", \"31A2422\", \"61B(+53)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.8985051140833988, "code_precision": 0.75, "code_recall": 0.42857142857142855 }, { "index": 533, "gt_codes": [ "31A231", "31A2422", "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": 0.9754098360655737, "code_precision": 1.0, "code_recall": 0.8 }, { "index": 534, "gt_codes": [ "81(Anonymus,Wolfdietrich)", "46C514" ], "predicted_codes": [ "11D511", "46A212" ], "generated_text": "{\"iconclass-codes\": [\"11D511\", \"46A212\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.20000000000000004, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 535, "gt_codes": [ "47I15(SCYTHE)" ], "predicted_codes": [ "11P31521", "47B1811" ], "generated_text": "{\"iconclass-codes\": [\"11P31521\", \"47B1811\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.2533333333333333, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 536, "gt_codes": [ "83(OVID, Metamorphoses)" ], "predicted_codes": [ "83(OVID, Metamorphoses)" ], "generated_text": "{\"iconclass-codes\": [\"83(OVID, Metamorphoses)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 537, "gt_codes": [ "25H112(+1)" ], "predicted_codes": [ "25H1(+1)", "47I84" ], "generated_text": "{\"iconclass-codes\": [\"25H1(+1)\", \"47I84\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5066666666666666, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 538, "gt_codes": [ "31A53421", "49B43", "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": 0.7671064789943053, "code_precision": 0.6666666666666666, "code_recall": 0.4 }, { "index": 539, "gt_codes": [ "47I421" ], "predicted_codes": [ "25F3", "41A6" ], "generated_text": "{\"iconclass-codes\": [\"25F3\", \"41A6\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.12666666666666665, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 540, "gt_codes": [ "31A2421", "31D13", "61B(+52)" ], "predicted_codes": [ "31D15:61BB", "41D26611" ], "generated_text": "{\"iconclass-codes\": [\"31D15:61BB\", \"41D26611\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.38000000000000006, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 541, "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, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.687089715536105, "code_precision": 0.3333333333333333, "code_recall": 0.5 }, { "index": 542, "gt_codes": [ "49G6222" ], "predicted_codes": [ "31A25(+934)", "31D14", "49G6221" ], "generated_text": "{\"iconclass-codes\": [\"31A25(+934)\", \"31D14\", \"49G6221\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.4749999999999999, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 543, "gt_codes": [ "25H1121", "25I5", "45C16(CANNON)", "45K13", "52E3", "54A44", "71Z(Maccabees 1:8)", "86(CONSILIO ET PATIENTIA)" ], "predicted_codes": [ "25H11", "46C13142(+7)", "54A8", "54E42", "86(CONSILIO ET PATIENTIA)" ], "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C13142(+7)\", \"54A8\", \"54E42\", \"86(CONSILIO ET PATIENTIA)\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.4972968692898039, "code_precision": 0.2, "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, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.285, "code_precision": 0.0, "code_recall": 0.0 }, { "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, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.8000000000000002, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 547, "gt_codes": [ "46A14", "46C13141(+75247)", "46C1411", "46C1422", "46C1442" ], "predicted_codes": [ "25H", "31D14", "46C13141(+75247)", "46C1411" ], "generated_text": "{\"iconclass-codes\": [\"25H\", \"31D14\", \"46C13141(+75247)\", \"46C1411\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.625748502994012, "code_precision": 0.5, "code_recall": 0.4 }, { "index": 548, "gt_codes": [ "49L17", "49M413", "49M3", "49L12(N)" ], "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": 549, "gt_codes": [ "25H11", "47I21", "47I221" ], "predicted_codes": [ "25H11", "31D15:41D42", "47I2112", "47I213" ], "generated_text": "{\"iconclass-codes\": [\"25H11\", \"31D15:41D42\", \"47I2112\", \"47I213\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.767472, "code_precision": 0.25, "code_recall": 0.3333333333333333 }, { "index": 550, "gt_codes": [ "49L17", "49M413", "49M3", "49L12(Z)" ], "predicted_codes": [ "49L17", "49M413", "49M3", "49L12(Z)" ], "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(Z)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 551, "gt_codes": [ "49M3" ], "predicted_codes": [ "49M42", "49M3" ], "generated_text": "{\"iconclass-codes\": [\"49M42\", \"49M3\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.8795518207282913, "code_precision": 0.5, "code_recall": 1.0 }, { "index": 552, "gt_codes": [ "73B24(+0)" ], "predicted_codes": [ "73B65" ], "generated_text": "{\"iconclass-codes\": [\"73B65\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.6, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 553, "gt_codes": [ "25F716(LOBSTER)", "25G21(LEMON)", "25G21(PEACH)", "41C323", "41C341", "41C37", "41C621", "41C653(LEMON)", "41C653(PEACH)", "47I4223" ], "predicted_codes": [ "25F716(LOBSTER)", "41C323", "41C37", "41C653", "41C69" ], "generated_text": "{\"iconclass-codes\": [\"25F716(LOBSTER)\", \"41C323\", \"41C37\", \"41C653\", \"41C69\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.8421323960164031, "code_precision": 0.6, "code_recall": 0.3 }, { "index": 554, "gt_codes": [ "11Q713", "11Q7131(CHOIR SCREEN)", "11Q72", "25I", "31D112", "41B311" ], "predicted_codes": [ "11Q713", "25I", "41B311" ], "generated_text": "{\"iconclass-codes\": [\"11Q713\", \"25I\", \"41B311\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.8745603751465416, "code_precision": 1.0, "code_recall": 0.5 }, { "index": 555, "gt_codes": [ "25I", "25I1", "25I142:25G3", "43B42" ], "predicted_codes": [ "25G3", "25I142:25G3", "25I146", "25I1461", "41A1" ], "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25I142:25G3\", \"25I146\", \"25I1461\", \"41A1\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.6446511627906976, "code_precision": 0.2, "code_recall": 0.25 }, { "index": 556, "gt_codes": [ "25L1", "49D22" ], "predicted_codes": [ "49D22" ], "generated_text": "{\"iconclass-codes\": [\"49D22\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 1.0, "code_recall": 0.5 }, { "index": 557, "gt_codes": [ "31A534", "31A5341", "41D212(+43)", "41D212(TABBAARD)", "41D222(RUFF)", "41D224(+81)", "49K(+3)", "61B2(MERULA, PAULUS)11" ], "predicted_codes": [ "45C21", "61B2(MERULA, Paulus)11" ], "generated_text": "{\"iconclass-codes\": [\"45C21\", \"61B2(MERULA, Paulus)11\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.3458271236959762, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 558, "gt_codes": [ "31AA2513(+931)", "41B32(+2)", "41D221(HAT)", "45C13(SWORD)", "86(HELPE, OR ELSE I DYE)", "86(NON SUFFULTA PEREO)" ], "predicted_codes": [ "25G3(+21)", "41B32", "47I15(SPADE)", "86(NON SUFFULTA PEREO)" ], "generated_text": "{\"iconclass-codes\": [\"25G3(+21)\", \"41B32\", \"47I15(SPADE)\", \"86(NON SUFFULTA PEREO)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.5723837209302326, "code_precision": 0.25, "code_recall": 0.16666666666666666 }, { "index": 559, "gt_codes": [ "25I241", "41A16" ], "predicted_codes": [ "11Q712", "25H", "25I2", "34B11", "46C14" ], "generated_text": "{\"iconclass-codes\": [\"11Q712\", \"25H\", \"25I2\", \"34B11\", \"46C14\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.34395721925133693, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 560, "gt_codes": [ "11I62(SOLOMON)34", "49B24", "49B2521", "49L12(P)", "49L171", "49LL72", "71Y1(Prov. 1:8)" ], "predicted_codes": [ "11I62(DAVID)33", "49L12(I)", "49L171" ], "generated_text": "{\"iconclass-codes\": [\"11I62(DAVID)33\", \"49L12(I)\", \"49L171\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.7697715289982425, "code_precision": 0.3333333333333333, "code_recall": 0.14285714285714285 }, { "index": 561, "gt_codes": [ "25F24(STAG)", "46A122", "48A98211", "48A98311", "48A9875", "44B191", "45C221", "31A224", "48A98313" ], "predicted_codes": [ "46A122", "48A98311", "45C221" ], "generated_text": "{\"iconclass-codes\": [\"46A122\", \"48A98311\", \"45C221\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.7963891675025075, "code_precision": 1.0, "code_recall": 0.3333333333333333 }, { "index": 562, "gt_codes": [ "25G3(+32)", "26F1", "47I4(+8932)", "57A76(+4)", "86(SI TEMPUS FAVEBIT)" ], "predicted_codes": [ "25G3(OAK)(+1)", "46A170", "54E31(+4)", "86(NEC VIRTUS NEC FIDES)" ], "generated_text": "{\"iconclass-codes\": [\"25G3(OAK)(+1)\", \"46A170\", \"54E31(+4)\", \"86(NEC VIRTUS NEC FIDES)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.5549170775437023, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 563, "gt_codes": [ "24A6", "25H17", "31A332(+0)", "47I2112(+9459)", "47I2112(+94591)", "86(SO REIN WIE AUF WELLEN)" ], "predicted_codes": [ "24A6", "25F(+351)", "25H17", "47I2111", "86(SO REIN WIE AUFZUWELLEN)" ], "generated_text": "{\"iconclass-codes\": [\"24A6\", \"25F(+351)\", \"25H17\", \"47I2111\", \"86(SO REIN WIE AUFZUWELLEN)\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.8406101426307448, "code_precision": 0.4, "code_recall": 0.3333333333333333 }, { "index": 564, "gt_codes": [ "25H21", "41A7751", "46C1111", "47I221", "49G361" ], "predicted_codes": [ "25H11", "47I21" ], "generated_text": "{\"iconclass-codes\": [\"25H11\", \"47I21\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.49245778611632274, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 565, "gt_codes": [ "47I2112" ], "predicted_codes": [ "47I2112" ], "generated_text": "{\"iconclass-codes\": [\"47I2112\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 566, "gt_codes": [ "31A2421", "31A5341", "61B(+51)", "61B:31D14" ], "predicted_codes": [ "31A2421", "61B(+52)", "61B: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": 0.9473684210526316, "code_precision": 0.6666666666666666, "code_recall": 0.5 }, { "index": 567, "gt_codes": [ "11H", "23R14", "31D15", "34B11", "41B16", "41B33", "45B", "73", "73D331" ], "predicted_codes": [ "31A2542", "31B6235", "33A35", "41C74(+1)", "48C7311" ], "generated_text": "{\"iconclass-codes\": [\"31A2542\", \"31B6235\", \"33A35\", \"41C74(+1)\", \"48C7311\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.22325688073394495, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 568, "gt_codes": [ "61B2(WILLEM I, prins van Oranje-Nassau)11" ], "predicted_codes": [ "45C21" ], "generated_text": "{\"iconclass-codes\": [\"45C21\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 569, "gt_codes": [ "24A6", "25H23", "31A2764", "52BB41(+4)", "56DD2(+4)", "86(CAVETE AB INCERTIS)", "95A(ICARUS)681" ], "predicted_codes": [ "24A6", "25F(+342)", "25H112", "25H23", "25I12", "26A", "31A2762", "31D12(+89)", "46C132:5(+4)", "46C24(+63)", "54E31(+4):56F2(+4)", "86(AMOR OMNIA SUPERAT)" ], "generated_text": "{\"iconclass-codes\": [\"24A6\", \"25F(+342)\", \"25H112\", \"25H23\", \"25I12\", \"26A\", \"31A2762\", \"31D12(+89)\", \"46C132:5(+4)\", \"46C24(+63)\", \"54E31(+4):56F2(+4)\", \"86(AMOR OMNIA SUPERAT)\"]}", "valid_json": true, "valid_code_count": 12, "total_predicted": 12, "exact_match": false, "hierarchical_f1": 0.5571280532938563, "code_precision": 0.16666666666666666, "code_recall": 0.2857142857142857 }, { "index": 570, "gt_codes": [ "73C721" ], "predicted_codes": [ "73C421" ], "generated_text": "{\"iconclass-codes\": [\"73C421\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.6, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 571, "gt_codes": [ "61B(+2)" ], "predicted_codes": [ "31A2421", "31D15:61BB", "61B(+52)" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+52)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.5, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 572, "gt_codes": [ "48C7322", "48C7325", "48C75", "52A6", "59C2" ], "predicted_codes": [ "48C91", "52A6" ], "generated_text": "{\"iconclass-codes\": [\"48C91\", \"52A6\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6778097982708934, "code_precision": 0.5, "code_recall": 0.2 }, { "index": 573, "gt_codes": [ "11(+5)", "11(+5):61B", "11F4", "11FF4221", "11H", "11H(ADRIAN)", "11HH(BARBARA)" ], "predicted_codes": [ "11(+5):61B", "11H", "73A221" ], "generated_text": "{\"iconclass-codes\": [\"11(+5):61B\", \"11H\", \"73A221\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.7109036345448483, "code_precision": 0.6666666666666666, "code_recall": 0.2857142857142857 }, { "index": 574, "gt_codes": [ "31D14", "31D15", "45D311", "41D221(HAT)", "31A235", "46D3" ], "predicted_codes": [ "45B", "31D14", "46A212", "49L7" ], "generated_text": "{\"iconclass-codes\": [\"45B\", \"31D14\", \"46A212\", \"49L7\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.5061184210526316, "code_precision": 0.25, "code_recall": 0.16666666666666666 }, { "index": 575, "gt_codes": [ "33A13", "44B421" ], "predicted_codes": [ "45F34", "61A(1702)" ], "generated_text": "{\"iconclass-codes\": [\"45F34\", \"61A(1702)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.095, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 576, "gt_codes": [ "25G21(CHERRY)", "25G21(HAZELNUT)", "25G21(MELON)", "25G21(PEACH)", "25G41(CARNATION)", "25G41(CONVOLVULUS)", "25G41(DAGSCONE)", "25G41(ROSE)", "41A774", "41C653(PEACH)", "47I4223" ], "predicted_codes": [ "25F711(BUTTERFLY)", "25G21(CHERRY)", "25G21(MELON)", "25G21(PEACH)", "25G41(CARNATION)", "25G41(CONVOLVULUS)", "25G41(DAGSCONE)", "25G41(ROSE)", "25G41(TULIP)", "41A671", "41C37", "41C653(PEACH)" ], "generated_text": "{\"iconclass-codes\": [\"25F711(BUTTERFLY)\", \"25G21(CHERRY)\", \"25G21(MELON)\", \"25G21(PEACH)\", \"25G41(CARNATION)\", \"25G41(CONVOLVULUS)\", \"25G41(DAGSCONE)\", \"25G41(ROSE)\", \"25G41(TULIP)\", \"41A671\", \"41C37\", \"41C653(PEACH)\"]}", "valid_json": true, "valid_code_count": 12, "total_predicted": 12, "exact_match": false, "hierarchical_f1": 0.8845501648610455, "code_precision": 0.6666666666666666, "code_recall": 0.7272727272727273 }, { "index": 577, "gt_codes": [ "49L17", "49M413", "49M3", "49L12(P)" ], "predicted_codes": [ "49L17", "49M413", "49M3", "49L12(P)" ], "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(P)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 578, "gt_codes": [ "25I1", "31D15", "31E3", "41A1", "46C14" ], "predicted_codes": [ "25I", "31A(+73)", "31B19", "46C13141" ], "generated_text": "{\"iconclass-codes\": [\"25I\", \"31A(+73)\", \"31B19\", \"46C13141\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.4914430379746835, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 579, "gt_codes": [ "25G3", "25H114", "25I", "41A1", "46C11" ], "predicted_codes": [ "25H114", "25I" ], "generated_text": "{\"iconclass-codes\": [\"25H114\", \"25I\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6449864498644986, "code_precision": 1.0, "code_recall": 0.4 }, { "index": 580, "gt_codes": [ "43B31", "48C7521" ], "predicted_codes": [ "41A3911", "46C52" ], "generated_text": "{\"iconclass-codes\": [\"41A3911\", \"46C52\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.20000000000000004, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 581, "gt_codes": [ "86(DER TAUBEN-NARR)", "31A235", "31B8", "41A36", "34B2311", "25F39(DOVE)(+5262)", "54AA1", "46A170", "54BB4" ], "predicted_codes": [ "86(DER TAUBEN NARR)", "41A36", "25F39(TURTLE DOVE)(+5262)", "31D14", "47I15(SCYTHE)", "43C7146", "57AA6131", "57BB13" ], "generated_text": "{\"iconclass-codes\": [\"86(DER TAUBEN NARR)\", \"41A36\", \"25F39(TURTLE DOVE)(+5262)\", \"31D14\", \"47I15(SCYTHE)\", \"43C7146\", \"57AA6131\", \"57BB13\"]}", "valid_json": true, "valid_code_count": 8, "total_predicted": 8, "exact_match": false, "hierarchical_f1": 0.5103523330159162, "code_precision": 0.125, "code_recall": 0.1111111111111111 }, { "index": 582, "gt_codes": [ "92D1916", "92B58(CADUCEUS)", "41D92", "46A122", "48C5142", "46B311", "45C16(CANNON)", "44D4", "25F37(CRANE)", "48C7352", "44A3" ], "predicted_codes": [ "45C22", "92D1916", "48A9875", "44B191", "45C13(SWORD)", "45C16(CANNON)", "45C16(RIFLE)", "45C16(PISTOL)", "45C16(MUSKET)", "45C16(BOW AND ARROW)", "45C16(RIFLE)(+63)", "45C16(PISTOL)(+63)", "45C16(MUSKET)(+63)", "45C16(BOW AND ARROW)(+63)" ], "generated_text": "{\"iconclass-codes\": [\"45C22\", \"92D1916\", \"48A9875\", \"44B191\", \"45C13(SWORD)\", \"45C16(CANNON)\", \"45C16(RIFLE)\", \"45C16(PISTOL)\", \"45C16(MUSKET)\", \"45C16(BOW AND ARROW)\", \"45C16(RIFLE)(+63)\", \"45C16(PISTOL)(+63)\", \"45C16(MUSKET)(+63)\", \"45C16(BOW AND ARROW)(+63)\"]}", "valid_json": true, "valid_code_count": 14, "total_predicted": 14, "exact_match": false, "hierarchical_f1": 0.5598582565556343, "code_precision": 0.14285714285714285, "code_recall": 0.18181818181818182 }, { "index": 583, "gt_codes": [ "41A7751", "92D1916" ], "predicted_codes": [ "92D1916" ], "generated_text": "{\"iconclass-codes\": [\"92D1916\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 1.0, "code_recall": 0.5 }, { "index": 584, "gt_codes": [ "46A7" ], "predicted_codes": [ "31A25(+933)", "46A7" ], "generated_text": "{\"iconclass-codes\": [\"31A25(+933)\", \"46A7\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 0.5, "code_recall": 1.0 }, { "index": 585, "gt_codes": [ "31A231", "31A2421", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A235", "31A2421", "31D15:61BB", "61B(+54)", "61B:31A2212(+1)" ], "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A2421\", \"31D15:61BB\", \"61B(+54)\", \"61B:31A2212(+1)\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.9800000000000001, "code_precision": 0.6, "code_recall": 0.6 }, { "index": 586, "gt_codes": [ "25F23(PANTHER)", "25F42(+343)", "25F6(+621)", "31A4542(+23)", "43C1(+41614)", "43C1(+4163)", "47I214(+9351)", "57AA621(+1)", "86(DECEIT)", "86(INGANNO)" ], "predicted_codes": [ "25F42", "31A27631(+921)", "31D14", "41D283", "43C1(+415)", "43C111261", "43C1147", "47I2131(+95262)", "54AA43(+4)", "86(DECEIT)" ], "generated_text": "{\"iconclass-codes\": [\"25F42\", \"31A27631(+921)\", \"31D14\", \"41D283\", \"43C1(+415)\", \"43C111261\", \"43C1147\", \"47I2131(+95262)\", \"54AA43(+4)\", \"86(DECEIT)\"]}", "valid_json": true, "valid_code_count": 10, "total_predicted": 10, "exact_match": false, "hierarchical_f1": 0.7210520689655174, "code_precision": 0.1, "code_recall": 0.1 }, { "index": 587, "gt_codes": [ "25F6(+63)", "25H213", "25I3", "86(MIT DIESEN NUN GAR ANDERS)" ], "predicted_codes": [ "25F63(COD)", "25H17", "41A18", "41C681(+0)", "51BB3:51AA4", "86(MIT DIESEN NUN GANZ ANDERS)" ], "generated_text": "{\"iconclass-codes\": [\"25F63(COD)\", \"25H17\", \"41A18\", \"41C681(+0)\", \"51BB3:51AA4\", \"86(MIT DIESEN NUN GANZ ANDERS)\"]}", "valid_json": true, "valid_code_count": 6, "total_predicted": 6, "exact_match": false, "hierarchical_f1": 0.49369038311180613, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 588, "gt_codes": [ "86(DREY ST\u00c4NDE/ DARINNEN DIE WELT BESTEHET)", "25A13", "46A14", "46A124", "11P3113", "11C12", "55C2", "45C13(SWORD)", "49MM32", "47I15(FLAIL)", "51A5", "11A23" ], "predicted_codes": [ "86(DREY ST\u00c4NDE, DARINNEN DIE WELT BESTEHET)", "25A13", "49C3", "45C13(SWORD)", "49MM32", "44B113", "44G13" ], "generated_text": "{\"iconclass-codes\": [\"86(DREY ST\\u00c4NDE, DARINNEN DIE WELT BESTEHET)\", \"25A13\", \"49C3\", \"45C13(SWORD)\", \"49MM32\", \"44B113\", \"44G13\"]}", "valid_json": true, "valid_code_count": 7, "total_predicted": 7, "exact_match": false, "hierarchical_f1": 0.49102277802590444, "code_precision": 0.42857142857142855, "code_recall": 0.25 }, { "index": 589, "gt_codes": [ "49E39311(PHIAL)", "49E39312(RETORT)", "49E3932", "49E3952(DISTILLATION)", "49E81" ], "predicted_codes": [ "49E39312(RECEPTACULUM)", "49E39312", "49E81" ], "generated_text": "{\"iconclass-codes\": [\"49E39312(RECEPTACULUM)\", \"49E39312\", \"49E81\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.9751473225723802, "code_precision": 0.3333333333333333, "code_recall": 0.2 }, { "index": 590, "gt_codes": [ "48A9871", "49L17" ], "predicted_codes": [ "48A9831", "48C5156" ], "generated_text": "{\"iconclass-codes\": [\"48A9831\", \"48C5156\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.592887029288703, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 591, "gt_codes": [ "45C22", "32B33(TURKS)", "92D1916", "48A9877", "45C19(SHIELD)", "46C2711", "61B2(KOLUMBUS, Christoph)11" ], "predicted_codes": [ "49C3", "25F6", "11G1911", "48A9876", "61B2(COLUMBUS, Christoph)11" ], "generated_text": "{\"iconclass-codes\": [\"49C3\", \"25F6\", \"11G1911\", \"48A9876\", \"61B2(COLUMBUS, Christoph)11\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.3919073470865001, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 592, "gt_codes": [ "46C13142", "31D17" ], "predicted_codes": [ "85A(MAN, ASS AND WIFE)", "46C13142" ], "generated_text": "{\"iconclass-codes\": [\"85A(MAN, ASS AND WIFE)\", \"46C13142\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 593, "gt_codes": [ "25H2314", "25I1", "46C112:47G52", "47I21", "47I228" ], "predicted_codes": [ "25H", "25I146", "31D112", "34B11", "41A7751", "46C112:47G52", "46C13141" ], "generated_text": "{\"iconclass-codes\": [\"25H\", \"25I146\", \"31D112\", \"34B11\", \"41A7751\", \"46C112:47G52\", \"46C13141\"]}", "valid_json": true, "valid_code_count": 7, "total_predicted": 7, "exact_match": false, "hierarchical_f1": 0.5026180378852134, "code_precision": 0.14285714285714285, "code_recall": 0.2 }, { "index": 594, "gt_codes": [ "49H3", "83(OGILBY, America)" ], "predicted_codes": [ "45H3(+3)" ], "generated_text": "{\"iconclass-codes\": [\"45H3(+3)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.13333333333333333, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 595, "gt_codes": [ "49M42", "49M3" ], "predicted_codes": [ "25F(+342)", "25FF3(HARPY)", "31A2763", "92B18(EAGLE)" ], "generated_text": "{\"iconclass-codes\": [\"25F(+342)\", \"25FF3(HARPY)\", \"31A2763\", \"92B18(EAGLE)\"]}", "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": 596, "gt_codes": [ "25F36(GULL)", "25H23", "26A", "41A775" ], "predicted_codes": [ "25H13", "46C24" ], "generated_text": "{\"iconclass-codes\": [\"25H13\", \"46C24\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.36831081081081085, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 597, "gt_codes": [ "25F(+342):25F(+154)", "25F42(+154)", "25F42(+57321)", "25G13", "25G21(+154)", "25H114", "25I12", "41D221(HAT)(+81)", "44B192", "92B11221", "92B58(CADUCEUS)", "92B58(PETASUS)", "52D3(+4)", "54F1(+4)", "54F12(+4)", "57A6(+4)" ], "predicted_codes": [ "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)" ], "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, "valid_code_count": 16, "total_predicted": 16, "exact_match": false, "hierarchical_f1": 0.4212279929577466, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 598, "gt_codes": [ "11F61", "11H(JOSEPH)", "11HH(ANNA)" ], "predicted_codes": [ "11HH(CATHERINE)34" ], "generated_text": "{\"iconclass-codes\": [\"11HH(CATHERINE)34\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.787878787878788, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 599, "gt_codes": [ "25H11(+1)" ], "predicted_codes": [ "25I1", "46C131" ], "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46C131\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.2533333333333333, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 600, "gt_codes": [ "31A235", "31AA235", "41A44(+411)", "48A9821", "48A9875", "92D1916", "92L41" ], "predicted_codes": [ "48C162", "92D1916" ], "generated_text": "{\"iconclass-codes\": [\"48C162\", \"92D1916\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.4490782122905028, "code_precision": 0.5, "code_recall": 0.14285714285714285 }, { "index": 601, "gt_codes": [ "49M41", "49M3" ], "predicted_codes": [ "49M3" ], "generated_text": "{\"iconclass-codes\": [\"49M3\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.8795518207282913, "code_precision": 1.0, "code_recall": 0.5 }, { "index": 602, "gt_codes": [ "49G4" ], "predicted_codes": [ "25I14", "61E(VOORLE)", "61F(GASTHUIS)" ], "generated_text": "{\"iconclass-codes\": [\"25I14\", \"61E(VOORLE)\", \"61F(GASTHUIS)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 603, "gt_codes": [ "11H(...)7", "11HH(...)7" ], "predicted_codes": [ "11HH(CATHERINE)" ], "generated_text": "{\"iconclass-codes\": [\"11HH(CATHERINE)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.8795518207282913, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 604, "gt_codes": [ "11A23", "11R3", "25F(+342):25F(+154)", "25F42(+154)", "25G11", "25G13", "25H1124", "25H114", "31A2512(+933)", "31A2515(+931)", "31AA2515(+931)", "31A2516(+933)", "31A25552", "31A2711", "31A2753", "31B6212", "31D14", "41A777", "41D211(+81)", "41D221(HAT)(+81)" ], "predicted_codes": [ "25G13", "25H114", "25I12", "26A", "31A2352(+61)", "31A2512(+933)", "31A2515(+933)", "31A2621(+53)", "31A2711", "31A534", "31D14", "41D211(+81)", "41D221(+81)", "41D233(+81)", "41D27(+81)", "46C232", "46C24(+63)", "46E221", "47D8(ROPE)", "92B1" ], "generated_text": "{\"iconclass-codes\": [\"25G13\", \"25H114\", \"25I12\", \"26A\", \"31A2352(+61)\", \"31A2512(+933)\", \"31A2515(+933)\", \"31A2621(+53)\", \"31A2711\", \"31A534\", \"31D14\", \"41D211(+81)\", \"41D221(+81)\", \"41D233(+81)\", \"41D27(+81)\", \"46C232\", \"46C24(+63)\", \"46E221\", \"47D8(ROPE)\", \"92B1\"]}", "valid_json": true, "valid_code_count": 20, "total_predicted": 20, "exact_match": false, "hierarchical_f1": 0.688725923244026, "code_precision": 0.3, "code_recall": 0.3 }, { "index": 605, "gt_codes": [ "25F" ], "predicted_codes": [ "25F" ], "generated_text": "{\"iconclass-codes\": [\"25F\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 606, "gt_codes": [ "31A2422", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A2422", "61B(+52)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.9876621322366339, "code_precision": 1.0, "code_recall": 0.75 }, { "index": 607, "gt_codes": [ "11P3111", "44B194", "61B2(INNOZENZ )11" ], "predicted_codes": [ "11P3112", "46A122" ], "generated_text": "{\"iconclass-codes\": [\"11P3112\", \"46A122\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.45999999999999996, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 608, "gt_codes": [ "43A1" ], "predicted_codes": [ "43A(+2)" ], "generated_text": "{\"iconclass-codes\": [\"43A(+2)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.57, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 609, "gt_codes": [ "61B(+53)" ], "predicted_codes": [ "31A24(+1)", "61B(+53)" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+53)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 0.5, "code_recall": 1.0 }, { "index": 610, "gt_codes": [ "31D13", "41A23", "41AA11", "44B113", "49G2", "98B(ANTIOCHUS I)61" ], "predicted_codes": [ "31A511", "41AA11", "71" ], "generated_text": "{\"iconclass-codes\": [\"31A511\", \"41AA11\", \"71\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.42211764705882354, "code_precision": 0.3333333333333333, "code_recall": 0.16666666666666666 }, { "index": 611, "gt_codes": [ "25G22(ONION)", "33A14", "41C12", "43C9", "46A14", "48C7354", "48C75" ], "predicted_codes": [ "31A2743", "31D15", "31E3", "41C621", "42B7", "48C7351" ], "generated_text": "{\"iconclass-codes\": [\"31A2743\", \"31D15\", \"31E3\", \"41C621\", \"42B7\", \"48C7351\"]}", "valid_json": true, "valid_code_count": 6, "total_predicted": 6, "exact_match": false, "hierarchical_f1": 0.396218487394958, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 612, "gt_codes": [ "25H113", "25H23", "25H2311", "25I12", "25I5", "26A", "31A2513(+933)", "31A2515", "31A25552", "31A4527(+23)", "31A534", "31B6211", "43C1(+41621)", "92H4", "23T0", "48C901", "49K1(+55)", "51K1(+4)", "52A42(+4)", "52A44" ], "predicted_codes": [ "25F(+342)", "25H11", "25H23", "25I12", "26A", "31A2352", "31A2515(+933)", "31A2763(+0)", "31D14", "41D27", "45C15(ARROW)(+69)", "45C23", "86(DEUS MARIS)", "92H1", "92H18(TRIDENT)" ], "generated_text": "{\"iconclass-codes\": [\"25F(+342)\", \"25H11\", \"25H23\", \"25I12\", \"26A\", \"31A2352\", \"31A2515(+933)\", \"31A2763(+0)\", \"31D14\", \"41D27\", \"45C15(ARROW)(+69)\", \"45C23\", \"86(DEUS MARIS)\", \"92H1\", \"92H18(TRIDENT)\"]}", "valid_json": true, "valid_code_count": 15, "total_predicted": 15, "exact_match": false, "hierarchical_f1": 0.5729431496406011, "code_precision": 0.2, "code_recall": 0.15 }, { "index": 613, "gt_codes": [ "25I" ], "predicted_codes": [ "25I" ], "generated_text": "{\"iconclass-codes\": [\"25I\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 614, "gt_codes": [ "11D", "31A235", "31A2422", "31A25", "61B(+55)" ], "predicted_codes": [ "11D", "31A235" ], "generated_text": "{\"iconclass-codes\": [\"11D\", \"31A235\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.8262910798122065, "code_precision": 1.0, "code_recall": 0.4 }, { "index": 615, "gt_codes": [ "11P31521", "11P3154", "31A" ], "predicted_codes": [ "11H(ANTONY ABBOT)352" ], "generated_text": "{\"iconclass-codes\": [\"11H(ANTONY ABBOT)352\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.30400000000000005, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 616, "gt_codes": [ "25F711(BEE)(+53)", "45C221", "47I242(+0)", "47I243(+953)", "31A22611", "45A1", "45A10", "45A2", "45A20", "45A231", "47I2421" ], "predicted_codes": [ "25F711(BEE)(+53)", "45C221", "98B(ROMULUS)" ], "generated_text": "{\"iconclass-codes\": [\"25F711(BEE)(+53)\", \"45C221\", \"98B(ROMULUS)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.5077399380804954, "code_precision": 0.6666666666666666, "code_recall": 0.18181818181818182 }, { "index": 617, "gt_codes": [ "25F711(CATERPILLAR)", "25F711(LADYBIRD)", "25G41(CARNATION)", "41A671" ], "predicted_codes": [ "25G41(CARNATION)", "41A671", "41A773" ], "generated_text": "{\"iconclass-codes\": [\"25G41(CARNATION)\", \"41A671\", \"41A773\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.7683083511777302, "code_precision": 0.6666666666666666, "code_recall": 0.5 }, { "index": 618, "gt_codes": [ "31A235", "31A2422", "49D36", "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": 0.8629013079667063, "code_precision": 0.6666666666666666, "code_recall": 0.3333333333333333 }, { "index": 619, "gt_codes": [ "25I1" ], "predicted_codes": [ "25G21(ONION)", "25G22(TURNIP)", "31A(+73)", "41C65", "41C652(CARROT)", "46B" ], "generated_text": "{\"iconclass-codes\": [\"25G21(ONION)\", \"25G22(TURNIP)\", \"31A(+73)\", \"41C65\", \"41C652(CARROT)\", \"46B\"]}", "valid_json": true, "valid_code_count": 6, "total_predicted": 6, "exact_match": false, "hierarchical_f1": 0.19, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 620, "gt_codes": [ "31A2211", "31D15:61BB", "61B:31D14" ], "predicted_codes": [ "31A2422", "61B(+52)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.7570109890109891, "code_precision": 0.3333333333333333, "code_recall": 0.3333333333333333 }, { "index": 621, "gt_codes": [ "22C31", "31A4690", "41A635", "44A1(+4)(DORDRECHT)", "48C244", "49L8", "49M32", "61E(DORDRECHT)", "92B11221", "92F2911" ], "predicted_codes": [ "49M431", "49M3" ], "generated_text": "{\"iconclass-codes\": [\"49M431\", \"49M3\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.2783353151010702, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 622, "gt_codes": [ "31A233", "31A235", "31A2543", "31A5352", "41A721", "49G11", "49G34", "86(ZU MINDERN UND ZU MEHREN)" ], "predicted_codes": [ "31A2543", "31D14(+72)", "41A721", "46B311", "86(ZU MINDERN UND ZU MEHREN)" ], "generated_text": "{\"iconclass-codes\": [\"31A2543\", \"31D14(+72)\", \"41A721\", \"46B311\", \"86(ZU MINDERN UND ZU MEHREN)\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.7014606341289633, "code_precision": 0.6, "code_recall": 0.375 }, { "index": 623, "gt_codes": [ "31A2422", "31A311", "61B(+51)", "61B:31D14" ], "predicted_codes": [ "31A2422", "61B(+52)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.9431968295904887, "code_precision": 0.6666666666666666, "code_recall": 0.5 }, { "index": 624, "gt_codes": [ "25G4(LAURUS ALEXANDRINA GENNINA)", "25G4(TRUE LAURELL OF ALEXANDRIA)", "25G4(CHAMAEDAPHNE VERA DIOSCORIDIS)", "25G4(TRUE DWARFE LAURELL OF DIOSCORIDES)" ], "predicted_codes": [ "25G4(...)" ], "generated_text": "{\"iconclass-codes\": [\"25G4(...)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 1.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 625, "gt_codes": [ "25A4", "45K13" ], "predicted_codes": [ "25A3", "45K13" ], "generated_text": "{\"iconclass-codes\": [\"25A3\", \"45K13\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.8000000000000002, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 626, "gt_codes": [ "49L17", "49M413", "49M3", "49L12(N)" ], "predicted_codes": [ "49L17", "49M413", "49M3", "49L12(N)" ], "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(N)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 627, "gt_codes": [ "25F26(RABBIT)", "25F35(PEACOCK)", "25F36(DUCK)", "25H", "31A(+89)", "31D14", "31D15", "34B232(+51)", "47I21111", "47I214", "71", "71A422" ], "predicted_codes": [ "25F3", "25H15", "47I21" ], "generated_text": "{\"iconclass-codes\": [\"25F3\", \"25H15\", \"47I21\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.48555555555555546, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 628, "gt_codes": [ "43C3963" ], "predicted_codes": [ "45H3(+2)" ], "generated_text": "{\"iconclass-codes\": [\"45H3(+2)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.19, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 629, "gt_codes": [ "73D415" ], "predicted_codes": [ "73D41" ], "generated_text": "{\"iconclass-codes\": [\"73D41\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.855, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 630, "gt_codes": [ "31A2245(+933):25G411", "31A2422", "31D13", "61B(+53)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A2422", "31D15:61BB", "61B(+53)" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D15:61BB\", \"61B(+53)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.8704696449026346, "code_precision": 0.6666666666666666, "code_recall": 0.4 }, { "index": 631, "gt_codes": [ "44G342" ], "predicted_codes": [ "73F2143" ], "generated_text": "{\"iconclass-codes\": [\"73F2143\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 632, "gt_codes": [ "22C8", "25G3(+361)", "25G3(+363)", "25I3" ], "predicted_codes": [ "25G3", "25H114", "26A", "31D14(+72)", "41A17", "41C119", "41C691", "42B74(2)" ], "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H114\", \"26A\", \"31D14(+72)\", \"41A17\", \"41C119\", \"41C691\", \"42B74(2)\"]}", "valid_json": true, "valid_code_count": 8, "total_predicted": 8, "exact_match": false, "hierarchical_f1": 0.30147710487444607, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 633, "gt_codes": [ "46C24:47K" ], "predicted_codes": [ "31A25", "46C121" ], "generated_text": "{\"iconclass-codes\": [\"31A25\", \"46C121\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.37999999999999995, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 634, "gt_codes": [ "31A71", "41D2321" ], "predicted_codes": [ "31A25" ], "generated_text": "{\"iconclass-codes\": [\"31A25\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.4, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 635, "gt_codes": [ "31A235", "31A2421", "61B(+54)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A24(+1)", "61B(+52)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.9269580450992723, "code_precision": 0.3333333333333333, "code_recall": 0.2 }, { "index": 636, "gt_codes": [ "25G22(Reuponticum)" ], "predicted_codes": [ "25G41(LILY)" ], "generated_text": "{\"iconclass-codes\": [\"25G41(LILY)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.6, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 637, "gt_codes": [ "25G4(THISTLE)" ], "predicted_codes": [ "25G4(THISTLE)" ], "generated_text": "{\"iconclass-codes\": [\"25G4(THISTLE)\"]}", "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": 638, "gt_codes": [ "34B12", "41C69" ], "predicted_codes": [ "25F", "34B11" ], "generated_text": "{\"iconclass-codes\": [\"25F\", \"34B11\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.4000000000000001, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 639, "gt_codes": [ "41C672" ], "predicted_codes": [ "41A773" ], "generated_text": "{\"iconclass-codes\": [\"41A773\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.4000000000000001, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 640, "gt_codes": [ "31D15:61BB" ], "predicted_codes": [ "31A2421", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.5130111524163569, "code_precision": 0.25, "code_recall": 1.0 }, { "index": 641, "gt_codes": [ "11P3153(+0)", "23R14", "24B3", "25F44", "25F72(SNAIL)", "41B33", "42E141(+0)", "44G591(+0)", "86(NEC VIRTUS OBSCURA PETIT)", "86(LET YOUR LIGHT SO SHINE, THAT MEN SEEING YOUR GOOD WORKES MAY GLORIFIE)" ], "predicted_codes": [ "24A6", "25F713(+4712)", "25G3(LAUREL)(+27)", "25H1124", "41C321", "41D267", "49M32", "86(DER K\u00d6NIG VON GRIECHENLAND HATTE EINEN SCHWACHEN BLICK, UND WOLLTE DABEI NICHTS VERGESSEN)" ], "generated_text": "{\"iconclass-codes\": [\"24A6\", \"25F713(+4712)\", \"25G3(LAUREL)(+27)\", \"25H1124\", \"41C321\", \"41D267\", \"49M32\", \"86(DER K\\u00d6NIG VON GRIECHENLAND HATTE EINEN SCHWACHEN BLICK, UND WOLLTE DABEI NICHTS VERGESSEN)\"]}", "valid_json": true, "valid_code_count": 8, "total_predicted": 8, "exact_match": false, "hierarchical_f1": 0.47738219895287964, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 642, "gt_codes": [ "25FF", "25FF62", "92K1" ], "predicted_codes": [ "25FF", "94L321" ], "generated_text": "{\"iconclass-codes\": [\"25FF\", \"94L321\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6212851405622489, "code_precision": 0.5, "code_recall": 0.3333333333333333 }, { "index": 643, "gt_codes": [ "25H13" ], "predicted_codes": [ "25H11", "46C513" ], "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C513\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5333333333333333, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 644, "gt_codes": [ "25G4(ARTEMISIA LEPTOPHYLLOS)" ], "predicted_codes": [ "25G4(ARTEMISIA)" ], "generated_text": "{\"iconclass-codes\": [\"25G4(ARTEMISIA)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 1.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 645, "gt_codes": [ "25I2", "47I211", "25H17", "25H155", "61E(KERSTLINGERODE)" ], "predicted_codes": [ "47I213", "46C513", "47I228", "41A17" ], "generated_text": "{\"iconclass-codes\": [\"47I213\", \"46C513\", \"47I228\", \"41A17\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.2677580071174377, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 646, "gt_codes": [ "24C12", "92B1" ], "predicted_codes": [ "24C13", "92B18(EAGLE)" ], "generated_text": "{\"iconclass-codes\": [\"24C13\", \"92B18(EAGLE)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.78, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 647, "gt_codes": [ "48B3", "48C511" ], "predicted_codes": [ "48C513" ], "generated_text": "{\"iconclass-codes\": [\"48C513\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.7480519480519481, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 648, "gt_codes": [ "31A235", "31A2422", "31D13", "31D15:61BB", "46C1312", "46C13141", "61B(+55)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A235", "31A24(+1)", "61B(+55)", "61B:31A2212(+1)" ], "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A24(+1)\", \"61B(+55)\", \"61B:31A2212(+1)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.7236907654921021, "code_precision": 0.75, "code_recall": 0.375 }, { "index": 649, "gt_codes": [ "48A9861", "94L322" ], "predicted_codes": [ "94L321" ], "generated_text": "{\"iconclass-codes\": [\"94L321\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.6, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 650, "gt_codes": [ "49L17", "49M413", "49M3", "49L12(B)" ], "predicted_codes": [ "49L17", "49M413", "49M3", "49L12(B)" ], "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(B)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 651, "gt_codes": [ "11V" ], "predicted_codes": [ "73C8152", "73C8151" ], "generated_text": "{\"iconclass-codes\": [\"73C8152\", \"73C8151\"]}", "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": 652, "gt_codes": [ "31A2422", "31D15:61BB", "61B(+52)", "61B:31A2212(+1)" ], "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, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.8464381802617097, "code_precision": 0.3333333333333333, "code_recall": 0.25 }, { "index": 653, "gt_codes": [ "11Q731126", "11Q7151" ], "predicted_codes": [ "11P31521", "49G8" ], "generated_text": "{\"iconclass-codes\": [\"11P31521\", \"49G8\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.2533333333333333, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 654, "gt_codes": [ "25I9" ], "predicted_codes": [ "25H112", "46C131" ], "generated_text": "{\"iconclass-codes\": [\"25H112\", \"46C131\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.2533333333333333, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 655, "gt_codes": [ "49L171", "49M413", "49M3", "49L12(G)" ], "predicted_codes": [ "49L171", "49M413", "49M3", "49L12(G)" ], "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(G)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 656, "gt_codes": [ "34B131", "43C11481", "45C15(ARROW)" ], "predicted_codes": [ "25F35(PARROT)", "41A77", "41C652(CARROT)", "43C11(+415)", "43C11481" ], "generated_text": "{\"iconclass-codes\": [\"25F35(PARROT)\", \"41A77\", \"41C652(CARROT)\", \"43C11(+415)\", \"43C11481\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.42308598351001175, "code_precision": 0.2, "code_recall": 0.3333333333333333 }, { "index": 657, "gt_codes": [ "25H", "31D14", "31D15", "41A7751" ], "predicted_codes": [ "31A25(+9321)", "41D268", "42G:61B2(...)13", "61B(+55)" ], "generated_text": "{\"iconclass-codes\": [\"31A25(+9321)\", \"41D268\", \"42G:61B2(...)13\", \"61B(+55)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.26618604651162786, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 658, "gt_codes": [ "25G4(MISTLETOE)" ], "predicted_codes": [ "25G4(CHRISTOPHER'S STOCK)" ], "generated_text": "{\"iconclass-codes\": [\"25G4(CHRISTOPHER'S STOCK)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 1.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 659, "gt_codes": [ "71F81", "11Q7141" ], "predicted_codes": [ "73A235" ], "generated_text": "{\"iconclass-codes\": [\"73A235\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.12666666666666665, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 660, "gt_codes": [ "41D221(HAT)", "45B", "45C13(SWORD)", "61B(+55)" ], "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": 0.6425, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 661, "gt_codes": [ "25I28", "46C13142", "47I221" ], "predicted_codes": [ "25I3" ], "generated_text": "{\"iconclass-codes\": [\"25I3\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.285, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 662, "gt_codes": [ "23K11(+1)", "41C11", "43C1422", "43C9", "48C85" ], "predicted_codes": [ "23K11", "46A151" ], "generated_text": "{\"iconclass-codes\": [\"23K11\", \"46A151\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.4423231256599789, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 663, "gt_codes": [ "73C832", "73C8321", "73C8322" ], "predicted_codes": [ "73D14" ], "generated_text": "{\"iconclass-codes\": [\"73D14\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.38000000000000006, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 664, "gt_codes": [ "11Q713", "25I" ], "predicted_codes": [ "11Q713", "25I" ], "generated_text": "{\"iconclass-codes\": [\"11Q713\", \"25I\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 665, "gt_codes": [ "42G:61B2(...)13" ], "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, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 666, "gt_codes": [ "46C24", "25H13", "25H2322", "46C271", "32B3311" ], "predicted_codes": [ "46C24", "25H13", "48A9876", "46C232" ], "generated_text": "{\"iconclass-codes\": [\"46C24\", \"25H13\", \"48A9876\", \"46C232\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.7088498065423849, "code_precision": 0.5, "code_recall": 0.4 }, { "index": 667, "gt_codes": [ "25H", "25I", "41A16", "48C145" ], "predicted_codes": [ "25I", "41A16" ], "generated_text": "{\"iconclass-codes\": [\"25I\", \"41A16\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.7860394537177542, "code_precision": 1.0, "code_recall": 0.5 }, { "index": 668, "gt_codes": [ "11I62(HAGGAI)3", "49L12(I)", "49L171" ], "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": 0.68, "code_precision": 0.5, "code_recall": 0.6666666666666666 }, { "index": 669, "gt_codes": [ "25H213", "41A17", "41A771", "46C2231" ], "predicted_codes": [ "25H", "41A17", "46C112" ], "generated_text": "{\"iconclass-codes\": [\"25H\", \"41A17\", \"46C112\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.6949550629119232, "code_precision": 0.3333333333333333, "code_recall": 0.25 }, { "index": 670, "gt_codes": [ "25G4(...)" ], "predicted_codes": [ "25G4(...)" ], "generated_text": "{\"iconclass-codes\": [\"25G4(...)\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 671, "gt_codes": [ "46C13141", "46C13142" ], "predicted_codes": [ "25H11", "31D14", "46C13142" ], "generated_text": "{\"iconclass-codes\": [\"25H11\", \"31D14\", \"46C13142\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.5, "code_precision": 0.3333333333333333, "code_recall": 0.5 }, { "index": 672, "gt_codes": [ "23D44" ], "predicted_codes": [ "23D41", "92L1" ], "generated_text": "{\"iconclass-codes\": [\"23D41\", \"92L1\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5333333333333333, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 673, "gt_codes": [ "41A2", "45A20", "56F2", "71", "71F212", "71F2165" ], "predicted_codes": [ "41A721", "48C5142:61B2(...)1" ], "generated_text": "{\"iconclass-codes\": [\"41A721\", \"48C5142:61B2(...)1\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.19, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 674, "gt_codes": [ "31A231", "31A24(+1)", "41A6", "48B3:61B", "48C5152", "48C5153", "61B(+55)", "61B:31D14" ], "predicted_codes": [ "31A231", "48B3:61B", "61B(+55)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A231\", \"48B3:61B\", \"61B(+55)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.8329686360320933, "code_precision": 1.0, "code_recall": 0.5 }, { "index": 675, "gt_codes": [ "42E3" ], "predicted_codes": [ "42G1", "46A122" ], "generated_text": "{\"iconclass-codes\": [\"42G1\", \"46A122\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.339568345323741, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 676, "gt_codes": [ "11F422" ], "predicted_codes": [ "11F42", "11F726" ], "generated_text": "{\"iconclass-codes\": [\"11F42\", \"11F726\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.7861137440758293, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 677, "gt_codes": [ "83(BRANT, Ship of Fools)", "41B1", "24A6" ], "predicted_codes": [ "83(BRANT, Ship of Fools)", "41B2", "57A6" ], "generated_text": "{\"iconclass-codes\": [\"83(BRANT, Ship of Fools)\", \"41B2\", \"57A6\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.5333333333333333, "code_precision": 0.3333333333333333, "code_recall": 0.3333333333333333 }, { "index": 678, "gt_codes": [ "25H", "25H132" ], "predicted_codes": [ "25H132", "25I" ], "generated_text": "{\"iconclass-codes\": [\"25H132\", \"25I\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.74006734006734, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 679, "gt_codes": [ "23A1", "42G1", "44B111", "44B191", "46A122", "49K10", "93" ], "predicted_codes": [ "25A13", "49D521" ], "generated_text": "{\"iconclass-codes\": [\"25A13\", \"49D521\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.23105812220566319, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 680, "gt_codes": [ "11D123", "11H(MARTIN)4", "11P31131", "46A151", "46A212", "49L12(O)", "49L171" ], "predicted_codes": [ "11H(ANTONY ABBOT)4", "11P31521", "49L12(O)", "49L171" ], "generated_text": "{\"iconclass-codes\": [\"11H(ANTONY ABBOT)4\", \"11P31521\", \"49L12(O)\", \"49L171\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.7932203389830509, "code_precision": 0.5, "code_recall": 0.2857142857142857 }, { "index": 681, "gt_codes": [ "31D15:61BB", "61B(+53)" ], "predicted_codes": [ "31A2421", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.8489208633093526, "code_precision": 0.5, "code_recall": 1.0 }, { "index": 682, "gt_codes": [ "46A15", "46A1612", "54F12" ], "predicted_codes": [ "31A2748", "56F2" ], "generated_text": "{\"iconclass-codes\": [\"31A2748\", \"56F2\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.07600000000000001, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 683, "gt_codes": [ "41A2", "48A81(+351)", "61B113" ], "predicted_codes": [ "25A13", "48C5142:48C533" ], "generated_text": "{\"iconclass-codes\": [\"25A13\", \"48C5142:48C533\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.19000000000000003, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 684, "gt_codes": [ "25F23(LION)", "48A9833", "46A122", "48A98312", "25F24(BOAR)" ], "predicted_codes": [ "46A122", "48A98311", "45C221" ], "generated_text": "{\"iconclass-codes\": [\"46A122\", \"48A98311\", \"45C221\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.6480274007357605, "code_precision": 0.3333333333333333, "code_recall": 0.2 }, { "index": 685, "gt_codes": [ "46A17", "31D112", "31D15(+53)", "31D15(+72)", "11Q11", "61B2(LOUBET, \u00c9mile)3", "31D14(+9321)", "11F26(+0)" ], "predicted_codes": [ "46A15", "31D17(+53)", "31D17(+9321)" ], "generated_text": "{\"iconclass-codes\": [\"46A15\", \"31D17(+53)\", \"31D17(+9321)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.6115830115830116, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 686, "gt_codes": [ "25G3", "25H", "47I2112" ], "predicted_codes": [ "25H", "47I21" ], "generated_text": "{\"iconclass-codes\": [\"25H\", \"47I21\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.8262929745889388, "code_precision": 0.5, "code_recall": 0.3333333333333333 }, { "index": 687, "gt_codes": [ "49L17", "49M413", "49M3", "49L12(E)" ], "predicted_codes": [ "49L17", "49M413", "49M3", "49L12(G)" ], "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(G)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 1.0, "code_precision": 0.75, "code_recall": 0.75 }, { "index": 688, "gt_codes": [ "11F4", "11F4111", "11F725", "31A2421", "33A14", "61B(+54)" ], "predicted_codes": [ "11F4", "31A24(+1)", "61B(+53)" ], "generated_text": "{\"iconclass-codes\": [\"11F4\", \"31A24(+1)\", \"61B(+53)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.8267574706950634, "code_precision": 0.3333333333333333, "code_recall": 0.16666666666666666 }, { "index": 689, "gt_codes": [ "25F3(+4712)", "25F3(+53)", "25G11", "25H11", "25I152", "25I5", "31A2511(+933)", "31A2516(+933)", "31AA245", "31AA2627(+51)", "31D112(+89)", "31D15", "31E234631", "41A12", "41D211(+82)", "41D92", "42A3", "42B29", "45C13(SWORD)", "48C149" ], "predicted_codes": [ "25F31(+5262)", "25G11", "25H11", "25I9", "41A777", "45C13(SWORD)", "48C24", "48C244", "48CC7352", "48CC7525", "48CC7541", "48CC75411", "48CC7542", "48CC75421", "48CC75421(+0)", "48CC75421(+221)", "48CC75421(+222)", "48CC75421(+223)", "48CC75421(+224)", "48CC75421(+225)" ], "generated_text": "{\"iconclass-codes\": [\"25F31(+5262)\", \"25G11\", \"25H11\", \"25I9\", \"41A777\", \"45C13(SWORD)\", \"48C24\", \"48C244\", \"48CC7352\", \"48CC7525\", \"48CC7541\", \"48CC75411\", \"48CC7542\", \"48CC75421\", \"48CC75421(+0)\", \"48CC75421(+221)\", \"48CC75421(+222)\", \"48CC75421(+223)\", \"48CC75421(+224)\", \"48CC75421(+225)\"]}", "valid_json": true, "valid_code_count": 20, "total_predicted": 20, "exact_match": false, "hierarchical_f1": 0.49550882212684805, "code_precision": 0.15, "code_recall": 0.15 }, { "index": 690, "gt_codes": [ "11H(JEROME)" ], "predicted_codes": [ "11H(Thierry)", "25F23(LION)" ], "generated_text": "{\"iconclass-codes\": [\"11H(Thierry)\", \"25F23(LION)\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 691, "gt_codes": [ "41A2", "41A411", "41A412", "41B214", "48A9863" ], "predicted_codes": [ "41A2", "41B214" ], "generated_text": "{\"iconclass-codes\": [\"41A2\", \"41B214\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.7995198079231692, "code_precision": 1.0, "code_recall": 0.4 }, { "index": 692, "gt_codes": [ "31A235", "31A24(+1)", "31A2421", "31D14", "31D15", "42G:61B2(...)13", "61B(+55)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A24(+1)", "31D15:61BB", "61B(+52)" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D15:61BB\", \"61B(+52)\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.8230119284294236, "code_precision": 0.3333333333333333, "code_recall": 0.125 }, { "index": 693, "gt_codes": [ "71K29221" ], "predicted_codes": [ "25I1", "44B19", "71H83" ], "generated_text": "{\"iconclass-codes\": [\"25I1\", \"44B19\", \"71H83\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.19, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 694, "gt_codes": [ "23U22(+0)", "31F25", "33C23", "45C15(ARROW)" ], "predicted_codes": [ "31A2543", "31D160", "31F26(+4)", "33B9", "41D283", "45C15(ARROW)(+63)", "47I15(SPADE)", "54E31(+4)", "56BB1(+4):56F2(+4)", "86(INVIDIA)" ], "generated_text": "{\"iconclass-codes\": [\"31A2543\", \"31D160\", \"31F26(+4)\", \"33B9\", \"41D283\", \"45C15(ARROW)(+63)\", \"47I15(SPADE)\", \"54E31(+4)\", \"56BB1(+4):56F2(+4)\", \"86(INVIDIA)\"]}", "valid_json": true, "valid_code_count": 10, "total_predicted": 10, "exact_match": false, "hierarchical_f1": 0.41340546697038727, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 695, "gt_codes": [ "86(ET STEMMA ET GLORIAM RENOVABIT)", "86(WIE ER WIRD DESSEN STAMM ERWEITERN UND VERJ\u00dcNGEN/ ALSO AUCH NEUEN FLOR DEM GROSSEN ERTZ-HAUSS BRINGEN)", "25G3", "48C26", "42G1" ], "predicted_codes": [ "86(DIE HOFFNUNG)", "49L12", "31A27631", "56B2", "56F2" ], "generated_text": "{\"iconclass-codes\": [\"86(DIE HOFFNUNG)\", \"49L12\", \"31A27631\", \"56B2\", \"56F2\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.3195543175487465, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 696, "gt_codes": [ "25G4(+15)", "41A35", "41A64" ], "predicted_codes": [ "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, "code_recall": 0.10526315789473684 }, { "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 }, { "index": 707, "gt_codes": [ "25A" ], "predicted_codes": [ "25A3", "49H3" ], "generated_text": "{\"iconclass-codes\": [\"25A3\", \"49H3\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.37999999999999995, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 708, "gt_codes": [ "49L171", "49M413", "49M3", "49L12(C)" ], "predicted_codes": [ "49L171", "49M413", "49M3", "49L12(C)" ], "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(C)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 709, "gt_codes": [ "49L171", "49M413", "49M3", "49L12(A)" ], "predicted_codes": [ "49L171", "49M413", "49M3", "49L12(A)" ], "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(A)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 710, "gt_codes": [ "49L171", "49M413", "49M3" ], "predicted_codes": [ "49L171", "49M413", "49M3", "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 }, { "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, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.9516666666666667, "code_precision": 0.3333333333333333, "code_recall": 0.3333333333333333 }, { "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 }, { "index": 713, "gt_codes": [ "25G3(PEAR-TREE)", "25H113", "25I12", "26A", "31E34", "31E238", "31000", "31A236(+0)", "31A2512(+933)", "31A2515", "31A2531", "31A262", "31A2711", "31A2731", "31A4631", "31A534", "31AA2534", "31D14", "31D16(+72)", "31E2355(+0)" ], "predicted_codes": [ "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)" ], "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, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.8566666666666666, "code_precision": 0.6666666666666666, "code_recall": 0.6666666666666666 }, { "index": 716, "gt_codes": [ "43" ], "predicted_codes": [ "43C128", "47I15" ], "generated_text": "{\"iconclass-codes\": [\"43C128\", \"47I15\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.32571428571428573, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 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 }, { "index": 721, "gt_codes": [ "49L171", "49M413", "49M3", "49L12(E)" ], "predicted_codes": [ "49L171", "49M413", "49M3", "49L12(E)" ], "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(E)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 722, "gt_codes": [ "25H114", "25H213", "46C131", "46C24" ], "predicted_codes": [ "25H11", "46C112" ], "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C112\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.7576945126945126, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 723, "gt_codes": [ "42B36" ], "predicted_codes": [ "42B71", "31D15(+72)", "42A3" ], "generated_text": "{\"iconclass-codes\": [\"42B71\", \"31D15(+72)\", \"42A3\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.4230215827338129, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 724, "gt_codes": [ "48C16", "46A122", "41A33", "41A323" ], "predicted_codes": [ "48C16", "48A9875", "48A98211" ], "generated_text": "{\"iconclass-codes\": [\"48C16\", \"48A9875\", \"48A98211\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.4721222410865874, "code_precision": 0.3333333333333333, "code_recall": 0.25 }, { "index": 725, "gt_codes": [ "25A", "34B11", "41A2", "41C12", "41C74(+1)", "42F51" ], "predicted_codes": [ "31A25", "41C74(+1)", "46B31" ], "generated_text": "{\"iconclass-codes\": [\"31A25\", \"41C74(+1)\", \"46B31\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.42882882882882883, "code_precision": 0.3333333333333333, "code_recall": 0.16666666666666666 }, { "index": 726, "gt_codes": [ "49N" ], "predicted_codes": [ "49N" ], "generated_text": "{\"iconclass-codes\": [\"49N\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 727, "gt_codes": [ "71E1343" ], "predicted_codes": [ "71E324", "71E325" ], "generated_text": "{\"iconclass-codes\": [\"71E324\", \"71E325\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.57, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 728, "gt_codes": [ "25H1123", "25H13" ], "predicted_codes": [ "25H119", "46C112" ], "generated_text": "{\"iconclass-codes\": [\"25H119\", \"46C112\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5590384615384616, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 729, "gt_codes": [ "33C521", "49L4" ], "predicted_codes": [ "41D263", "48C85" ], "generated_text": "{\"iconclass-codes\": [\"41D263\", \"48C85\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.12666666666666665, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 730, "gt_codes": [ "9" ], "predicted_codes": [ "25F3", "41A191", "46C13141" ], "generated_text": "{\"iconclass-codes\": [\"25F3\", \"41A191\", \"46C13141\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 731, "gt_codes": [ "41A541", "61B(+54)", "61B:31D14" ], "predicted_codes": [ "31A231", "31A2422", "61B(+53)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31A2422\", \"61B(+53)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.5714285714285715, "code_precision": 0.25, "code_recall": 0.3333333333333333 }, { "index": 732, "gt_codes": [ "25I151", "25II244", "46C223", "48C24" ], "predicted_codes": [ "41A63", "48C24" ], "generated_text": "{\"iconclass-codes\": [\"41A63\", \"48C24\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.3977715877437326, "code_precision": 0.5, "code_recall": 0.25 }, { "index": 733, "gt_codes": [ "23R13", "23T27(VICTORIAN)", "23T27(XIX)", "31A235", "31A5341", "31D1(+74)", "31D14", "31D15", "33A12", "41A1", "41A223", "41A711", "41A72111", "41A773", "41A774", "41B313", "41C11", "41C12", "41C311", "41C312" ], "predicted_codes": [ "23R14", "25I", "31A235", "31D1(+79)", "31D14", "31D15", "33C21", "41A2", "41A711", "41A721", "41B115", "41B31", "41C317", "41C326", "41C38", "41C7111", "41D2(+81)", "41D2(+82)", "41D221(HAT)", "41D263" ], "generated_text": "{\"iconclass-codes\": [\"23R14\", \"25I\", \"31A235\", \"31D1(+79)\", \"31D14\", \"31D15\", \"33C21\", \"41A2\", \"41A711\", \"41A721\", \"41B115\", \"41B31\", \"41C317\", \"41C326\", \"41C38\", \"41C7111\", \"41D2(+81)\", \"41D2(+82)\", \"41D221(HAT)\", \"41D263\"]}", "valid_json": true, "valid_code_count": 20, "total_predicted": 20, "exact_match": false, "hierarchical_f1": 0.7345013806287172, "code_precision": 0.2, "code_recall": 0.2 }, { "index": 734, "gt_codes": [ "11F42", "11F6" ], "predicted_codes": [ "11F42", "11G" ], "generated_text": "{\"iconclass-codes\": [\"11F42\", \"11G\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.7344406779661016, "code_precision": 0.5, "code_recall": 0.5 }, { "index": 735, "gt_codes": [ "25H11", "25H213", "25I12", "31A25112", "41D263", "43B16", "46C145(+78)", "86(B\u00c4UME DICH IMMER NOCH SO HOCH AUF, DU BIST DOCH DEM HIMMEL FERN)", "86(MONTES)", "86(QUAMVIS ALTUS, PROCUL ATTAMEN ASTRIS)" ], "predicted_codes": [ "25H11", "31A2748", "31D14", "46C513", "51E11(+0)", "86(DER WEG IST LANG, DER H\u00dcGEL STEIL)" ], "generated_text": "{\"iconclass-codes\": [\"25H11\", \"31A2748\", \"31D14\", \"46C513\", \"51E11(+0)\", \"86(DER WEG IST LANG, DER H\\u00dcGEL STEIL)\"]}", "valid_json": true, "valid_code_count": 6, "total_predicted": 6, "exact_match": false, "hierarchical_f1": 0.6467524446731859, "code_precision": 0.16666666666666666, "code_recall": 0.1 }, { "index": 736, "gt_codes": [ "25F3", "92B11221", "11G1911", "48A98711", "48A9844", "48A9831" ], "predicted_codes": [ "25F3", "48A9876", "41C322", "48A9832", "48A987" ], "generated_text": "{\"iconclass-codes\": [\"25F3\", \"48A9876\", \"41C322\", \"48A9832\", \"48A987\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.6977487774700996, "code_precision": 0.2, "code_recall": 0.16666666666666666 }, { "index": 737, "gt_codes": [ "11Q712", "25I1", "25I241", "31D112", "31D15", "31D16", "41A721", "41A7751", "45H3", "46C13141", "46C145", "47I2223", "48C72", "48C7311" ], "predicted_codes": [ "25I2", "41A775", "46B" ], "generated_text": "{\"iconclass-codes\": [\"25I2\", \"41A775\", \"46B\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.4420974788923659, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 738, "gt_codes": [ "31D16", "61B(+52)", "61B:31D14" ], "predicted_codes": [ "31A2421", "61B(+52)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.7933333333333333, "code_precision": 0.6666666666666666, "code_recall": 0.6666666666666666 }, { "index": 739, "gt_codes": [ "41A773", "48A9832", "49L16" ], "predicted_codes": [ "71E3243", "71E3241" ], "generated_text": "{\"iconclass-codes\": [\"71E3243\", \"71E3241\"]}", "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": 740, "gt_codes": [ "43A42" ], "predicted_codes": [ "43A42", "92B5" ], "generated_text": "{\"iconclass-codes\": [\"43A42\", \"92B5\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.6666666666666666, "code_precision": 0.5, "code_recall": 1.0 }, { "index": 741, "gt_codes": [ "11Q712", "25I", "25I1" ], "predicted_codes": [ "25I", "41A12" ], "generated_text": "{\"iconclass-codes\": [\"25I\", \"41A12\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5114006514657979, "code_precision": 0.5, "code_recall": 0.3333333333333333 }, { "index": 742, "gt_codes": [ "44B12", "45B", "44G312" ], "predicted_codes": [ "83(BOCCACCIO, De claris mulieribus)", "96A5(JUSTITIA)" ], "generated_text": "{\"iconclass-codes\": [\"83(BOCCACCIO, De claris mulieribus)\", \"96A5(JUSTITIA)\"]}", "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": 743, "gt_codes": [ "25I9", "48C149", "61D(ITALY)" ], "predicted_codes": [ "25I9", "46C131" ], "generated_text": "{\"iconclass-codes\": [\"25I9\", \"46C131\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.4799999999999999, "code_precision": 0.5, "code_recall": 0.3333333333333333 }, { "index": 744, "gt_codes": [ "44G511", "44G34" ], "predicted_codes": [ "46A17", "32B311(TEDESCHI)(+9)", "57AA611", "44G312" ], "generated_text": "{\"iconclass-codes\": [\"46A17\", \"32B311(TEDESCHI)(+9)\", \"57AA611\", \"44G312\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.35478260869565215, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 745, "gt_codes": [ "44D4", "42D1", "46A12", "42D3121(+0)" ], "predicted_codes": [ "43A12", "57AA611", "48C85" ], "generated_text": "{\"iconclass-codes\": [\"43A12\", \"57AA611\", \"48C85\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.1575447570332481, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 746, "gt_codes": [ "73C863", "47I21111" ], "predicted_codes": [ "85A(WOLF AND LAMBS)", "47I213", "46C131" ], "generated_text": "{\"iconclass-codes\": [\"85A(WOLF AND LAMBS)\", \"47I213\", \"46C131\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.38387755102040816, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 747, "gt_codes": [ "13A12", "31B3" ], "predicted_codes": [ "13A34", "25F39(DOVE)", "31B11" ], "generated_text": "{\"iconclass-codes\": [\"13A34\", \"25F39(DOVE)\", \"31B11\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.46799999999999997, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 748, "gt_codes": [ "11D131", "11D355", "46A122", "57A62", "96B113" ], "predicted_codes": [ "11D326", "73D81" ], "generated_text": "{\"iconclass-codes\": [\"11D326\", \"73D81\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.32941176470588235, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 749, "gt_codes": [ "25G3", "25H114", "25I" ], "predicted_codes": [ "25H114", "25I" ], "generated_text": "{\"iconclass-codes\": [\"25H114\", \"25I\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.8847583643122676, "code_precision": 1.0, "code_recall": 0.6666666666666666 }, { "index": 750, "gt_codes": [ "45B", "45D311", "98" ], "predicted_codes": [ "12B61", "45C22", "71" ], "generated_text": "{\"iconclass-codes\": [\"12B61\", \"45C22\", \"71\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.16888888888888892, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 751, "gt_codes": [ "45K27", "45L42" ], "predicted_codes": [ "94C", "95A(ALEXANDER THE GREAT)132" ], "generated_text": "{\"iconclass-codes\": [\"94C\", \"95A(ALEXANDER THE GREAT)132\"]}", "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": 752, "gt_codes": [ "11Q712", "25I", "25I2", "46C232" ], "predicted_codes": [ "11Q712", "25H213", "46C232" ], "generated_text": "{\"iconclass-codes\": [\"11Q712\", \"25H213\", \"46C232\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.7380674157303371, "code_precision": 0.6666666666666666, "code_recall": 0.5 }, { "index": 753, "gt_codes": [ "31A2421", "61B(+52)", "61B:31A2212(+1)", "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, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.9454808857552054, "code_precision": 0.6666666666666666, "code_recall": 0.5 }, { "index": 754, "gt_codes": [ "31A2211", "31D14", "31D15" ], "predicted_codes": [ "12A31", "12A422", "12A523" ], "generated_text": "{\"iconclass-codes\": [\"12A31\", \"12A422\", \"12A523\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 755, "gt_codes": [ "31A235", "31AA235", "31D14", "31D15", "31D16", "31D17", "41D267", "42B", "42D131", "45C13(SWORD)", "46A131", "46A1632", "46B3311", "86(LIBRA PARES PARIBUS NUMMIS APPENDET AMORI)", "86(TRUTINA NUPTURIENTIUM)", "92D1", "92D18(BOW)" ], "predicted_codes": [ "86(AMORIS AUCTOR)", "92D1", "46B311", "57A6", "56F2", "56BB1" ], "generated_text": "{\"iconclass-codes\": [\"86(AMORIS AUCTOR)\", \"92D1\", \"46B311\", \"57A6\", \"56F2\", \"56BB1\"]}", "valid_json": true, "valid_code_count": 6, "total_predicted": 6, "exact_match": false, "hierarchical_f1": 0.4024172661870503, "code_precision": 0.16666666666666666, "code_recall": 0.058823529411764705 }, { "index": 756, "gt_codes": [ "85(RANA E BUE)", "61I(REPUBBLICA ROMANA)", "61I(REPRESSIONE REP. ROMANA)" ], "predicted_codes": [ "46C13142", "57AA6142", "85(RANA E LUCE)", "92L4(+0)" ], "generated_text": "{\"iconclass-codes\": [\"46C13142\", \"57AA6142\", \"85(RANA E LUCE)\", \"92L4(+0)\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.28571428571428575, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 757, "gt_codes": [ "31A2422", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A24(+1)", "61B(+52)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.9454808857552054, "code_precision": 0.6666666666666666, "code_recall": 0.5 }, { "index": 758, "gt_codes": [ "44B1212", "44B1", "44B19" ], "predicted_codes": [ "73D14" ], "generated_text": "{\"iconclass-codes\": [\"73D14\"]}", "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": 759, "gt_codes": [ "46A12", "48A9876", "61B2(FREDERIK HENDRIK)", "92D1916" ], "predicted_codes": [ "48C24", "92D1916" ], "generated_text": "{\"iconclass-codes\": [\"48C24\", \"92D1916\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.5023963133640553, "code_precision": 0.5, "code_recall": 0.25 }, { "index": 760, "gt_codes": [ "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": 0.687089715536105, "code_precision": 0.3333333333333333, "code_recall": 1.0 }, { "index": 761, "gt_codes": [ "43A3:25I2", "83(ANON., Een cluyte van Plaeyerwater)" ], "predicted_codes": [ "25I1", "43A3:25I145" ], "generated_text": "{\"iconclass-codes\": [\"25I1\", \"43A3:25I145\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": false, "hierarchical_f1": 0.47500000000000003, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 762, "gt_codes": [ "25G21(APPLE)", "25G21(PRUNE)", "41C653(APPLE)", "41C653(PRUNE)", "41D28", "47I4223", "9", "96A18211" ], "predicted_codes": [ "25G21(APPLE)", "25H", "31D14", "31D15", "41C653(APPLE)" ], "generated_text": "{\"iconclass-codes\": [\"25G21(APPLE)\", \"25H\", \"31D14\", \"31D15\", \"41C653(APPLE)\"]}", "valid_json": true, "valid_code_count": 5, "total_predicted": 5, "exact_match": false, "hierarchical_f1": 0.5192933874433039, "code_precision": 0.4, "code_recall": 0.25 }, { "index": 763, "gt_codes": [ "25I9", "31A22210", "31A2513(+931)", "31A2536(+931)", "31A5339", "31B623591(+0)", "31D14", "41A3284", "41D21(TUNIC):48(+726)", "44C34", "52DD3", "86(POLITICUS)" ], "predicted_codes": [ "86(POLITICUS)", "25I1", "45C22", "31D14", "31A2512(+933)", "57B1" ], "generated_text": "{\"iconclass-codes\": [\"86(POLITICUS)\", \"25I1\", \"45C22\", \"31D14\", \"31A2512(+933)\", \"57B1\"]}", "valid_json": true, "valid_code_count": 6, "total_predicted": 6, "exact_match": false, "hierarchical_f1": 0.6164264870931538, "code_precision": 0.3333333333333333, "code_recall": 0.16666666666666666 }, { "index": 764, "gt_codes": [ "31A231", "31A2422", "31A2518", "61B(+54)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A2422", "61B(+53)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+53)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.9531079607415486, "code_precision": 0.6666666666666666, "code_recall": 0.3333333333333333 }, { "index": 765, "gt_codes": [ "31A231" ], "predicted_codes": [ "0:49D3" ], "generated_text": "{\"iconclass-codes\": [\"0:49D3\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 766, "gt_codes": [ "49M41", "49M3" ], "predicted_codes": [ "49M41", "49M3" ], "generated_text": "{\"iconclass-codes\": [\"49M41\", \"49M3\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 767, "gt_codes": [ "49M13", "49M3" ], "predicted_codes": [ "49M13", "49M3" ], "generated_text": "{\"iconclass-codes\": [\"49M13\", \"49M3\"]}", "valid_json": true, "valid_code_count": 2, "total_predicted": 2, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 768, "gt_codes": [ "31A2422", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "predicted_codes": [ "31A2422", "61B(+52)", "61B:31A2212(+1)", "61B:31D14" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": true, "hierarchical_f1": 1.0, "code_precision": 1.0, "code_recall": 1.0 }, { "index": 769, "gt_codes": [ "31D14", "25I9", "25H213", "47I221", "47I2211", "25G3", "43C68", "31A2712" ], "predicted_codes": [ "47I213", "46C513", "47I221", "47I228", "25H114", "46A132", "47I2211" ], "generated_text": "{\"iconclass-codes\": [\"47I213\", \"46C513\", \"47I221\", \"47I228\", \"25H114\", \"46A132\", \"47I2211\"]}", "valid_json": true, "valid_code_count": 7, "total_predicted": 7, "exact_match": false, "hierarchical_f1": 0.5343474779823859, "code_precision": 0.2857142857142857, "code_recall": 0.25 }, { "index": 770, "gt_codes": [ "31A2421", "31A2422", "31D14", "31D15", "45B", "61B(+52)", "61B(+53)", "61B:31A2212(+1)" ], "predicted_codes": [ "31A2422", "31D15:61BB", "41D221(CAP)", "41D222(RABAT)", "41D26611", "48B3:61B", "61B(+52)" ], "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D15:61BB\", \"41D221(CAP)\", \"41D222(RABAT)\", \"41D26611\", \"48B3:61B\", \"61B(+52)\"]}", "valid_json": true, "valid_code_count": 7, "total_predicted": 7, "exact_match": false, "hierarchical_f1": 0.624766035931416, "code_precision": 0.2857142857142857, "code_recall": 0.25 }, { "index": 771, "gt_codes": [ "25F24(HIPPOTAMUS)" ], "predicted_codes": [ "31A225", "49G622" ], "generated_text": "{\"iconclass-codes\": [\"31A225\", \"49G622\"]}", "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": 772, "gt_codes": [ "11P44331" ], "predicted_codes": [ "45B" ], "generated_text": "{\"iconclass-codes\": [\"45B\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.0, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 773, "gt_codes": [ "11H(SEVERINUS)", "11Q713", "11Q714113", "49G231" ], "predicted_codes": [ "11H(SEVERINUS)6" ], "generated_text": "{\"iconclass-codes\": [\"11H(SEVERINUS)6\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.611111111111111, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 774, "gt_codes": [ "71F314" ], "predicted_codes": [ "71P4122" ], "generated_text": "{\"iconclass-codes\": [\"71P4122\"]}", "valid_json": true, "valid_code_count": 1, "total_predicted": 1, "exact_match": false, "hierarchical_f1": 0.38, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 775, "gt_codes": [ "41E2", "47D31" ], "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": 0.28500000000000003, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 776, "gt_codes": [ "41A671" ], "predicted_codes": [ "25F711(BUTTERFLY)", "25G41(ANEMONE)", "25G41(CARNATION)", "25G41(CONVOLVULUS)", "25G41(DAGSCONE)", "25G41(LILAC)", "25G41(MARIGOLD)", "25G41(POPPY)", "25G41(TULIP)", "25G411(HYACINTH)", "41A671", "41A711(+2)", "41A773" ], "generated_text": "{\"iconclass-codes\": [\"25F711(BUTTERFLY)\", \"25G41(ANEMONE)\", \"25G41(CARNATION)\", \"25G41(CONVOLVULUS)\", \"25G41(DAGSCONE)\", \"25G41(LILAC)\", \"25G41(MARIGOLD)\", \"25G41(POPPY)\", \"25G41(TULIP)\", \"25G411(HYACINTH)\", \"41A671\", \"41A711(+2)\", \"41A773\"]}", "valid_json": true, "valid_code_count": 13, "total_predicted": 13, "exact_match": false, "hierarchical_f1": 0.2894736842105263, "code_precision": 0.07692307692307693, "code_recall": 1.0 }, { "index": 777, "gt_codes": [ "59BB3", "57AA3", "57BB22", "54AA21", "46A85", "33B31(+0)" ], "predicted_codes": [ "46A17", "32B311(INGLESI)(+9)", "57AA611" ], "generated_text": "{\"iconclass-codes\": [\"46A17\", \"32B311(INGLESI)(+9)\", \"57AA611\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.4412199630314233, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 778, "gt_codes": [ "48C24", "92L41", "92L1913", "31A27331", "92L17911" ], "predicted_codes": [ "92D1916", "48C24", "31A559", "47I4222" ], "generated_text": "{\"iconclass-codes\": [\"92D1916\", \"48C24\", \"31A559\", \"47I4222\"]}", "valid_json": true, "valid_code_count": 4, "total_predicted": 4, "exact_match": false, "hierarchical_f1": 0.5429834254143646, "code_precision": 0.25, "code_recall": 0.2 }, { "index": 779, "gt_codes": [ "92D1916" ], "predicted_codes": [ "25G41(ROSE)", "31D112", "92D1916" ], "generated_text": "{\"iconclass-codes\": [\"25G41(ROSE)\", \"31D112\", \"92D1916\"]}", "valid_json": true, "valid_code_count": 3, "total_predicted": 3, "exact_match": false, "hierarchical_f1": 0.5, "code_precision": 0.3333333333333333, "code_recall": 1.0 }, { "index": 780, "gt_codes": [ "86(ALTERIUS ALTERA POSCIT OPEM)", "86(AIDE MUTUELLE)", "86(EINER DARFF DES ANDERN H\u00dcLFF)", "31A25222", "31AA541", "41C326", "41C122", "54E11" ], "predicted_codes": [ "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, "total_predicted": 6, "exact_match": false, "hierarchical_f1": 0.7090516863775734, "code_precision": 0.0, "code_recall": 0.0 }, { "index": 781, "gt_codes": [ "24A", "25A13", "25FF24(WINGED HORSE)", "25G3(PALM-TREE)(+22)", "25H11", "41D921", "45C19(SHIELD)", "48A98(+2)", "48A9821", "48A98211", "48A98313", "48A9833", "48A9857(HARP)", "48A9857(LYRE)", "48A9857(SHIELD)", "48C244", "48C7321", "48C7322", "48C901", "49L16" ], "predicted_codes": [ "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, "total_predicted": 1, "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, "exact_match": false, "hierarchical_f1": 0.6642387218045113, "code_precision": 0.25, "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 } ] }