diff --git "a/preds_multitask_open.json" "b/preds_multitask_open.json" new file mode 100644--- /dev/null +++ "b/preds_multitask_open.json" @@ -0,0 +1,17879 @@ +{ + "summary": { + "model": "davanstrien/qwen35-9b-iconclass-sft-multitask-2ep", + "dataset": "davanstrien/iconclass-vlm-brillfull", + "split": "test", + "num_evaluated": 788, + "num_skipped": 0, + "elapsed_seconds": 1549.6, + "exact_match_accuracy": 0.1041, + "hierarchical_f1": 0.5873, + "code_precision": 0.3747, + "code_recall": 0.3014, + "code_f1": 0.3341, + "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", + "61B(+53)", + "61B:31A2212(+1)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"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": 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": [ + "92D1916", + "31A54", + "31AA54" + ], + "generated_text": "{\"iconclass-codes\": [\"92D1916\", \"31A54\", \"31AA54\"]}", + "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": 4, + "gt_codes": [ + "25I1" + ], + "predicted_codes": [ + "25I1", + "31A415", + "31D112", + "31D16", + "31D17", + "41B162", + "41C25" + ], + "generated_text": "{\"iconclass-codes\": [\"25I1\", \"31A415\", \"31D112\", \"31D16\", \"31D17\", \"41B162\", \"41C25\"]}", + "valid_json": true, + "valid_code_count": 7, + "total_predicted": 7, + "exact_match": false, + "hierarchical_f1": 0.25, + "code_precision": 0.14285714285714285, + "code_recall": 1.0 + }, + { + "index": 5, + "gt_codes": [ + "92C2", + "92C4" + ], + "predicted_codes": [ + "11M32", + "42E191" + ], + "generated_text": "{\"iconclass-codes\": [\"11M32\", \"42E191\"]}", + "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": 6, + "gt_codes": [ + "48B3", + "48C513", + "48C523", + "61B2(HENDRIK BUSSERUS)11" + ], + "predicted_codes": [ + "61B2(BRIGGS, HENDRIK)11" + ], + "generated_text": "{\"iconclass-codes\": [\"61B2(BRIGGS, HENDRIK)11\"]}", + "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": 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", + "61B2(AUGUST )" + ], + "generated_text": "{\"iconclass-codes\": [\"45C22\", \"61B2(AUGUST )\"]}", + "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": 9, + "gt_codes": [ + "31A2421", + "31D15:61BB", + "61B(+52)" + ], + "predicted_codes": [ + "31A2421", + "31D15:61BB", + "61B(+52)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+52)\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 10, + "gt_codes": [ + "85" + ], + "predicted_codes": [ + "83(VIRGIL, Aeneid)" + ], + "generated_text": "{\"iconclass-codes\": [\"83(VIRGIL, Aeneid)\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.20000000000000004, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 11, + "gt_codes": [ + "61B(+2)", + "61B(+55)" + ], + "predicted_codes": [ + "31A231", + "31A2422", + "31D15:61BB", + "61B(+55)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31A2422\", \"31D15:61BB\", \"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", + "23U25" + ], + "generated_text": "{\"iconclass-codes\": [\"14C\", \"23U25\"]}", + "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": [ + "48A9876(+744)", + "48A9861", + "31AA25552" + ], + "generated_text": "{\"iconclass-codes\": [\"48A9876(+744)\", \"48A9861\", \"31AA25552\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.841613139577482, + "code_precision": 0.6666666666666666, + "code_recall": 0.25 + }, + { + "index": 15, + "gt_codes": [ + "25G4(Coriander)" + ], + "predicted_codes": [ + "25G4(Coriander)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G4(Coriander)\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 16, + "gt_codes": [ + "31A2421", + "31D12", + "45B", + "61B(+52)", + "61B:31A2212(+1)", + "61B:31D14" + ], + "predicted_codes": [ + "31A2421", + "45B", + "61B(+52)", + "61B:31D14" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"45B\", \"61B(+52)\", \"61B:31D14\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.9364059384001773, + "code_precision": 1.0, + "code_recall": 0.6666666666666666 + }, + { + "index": 17, + "gt_codes": [ + "73", + "73B57" + ], + "predicted_codes": [ + "73", + "73B57" + ], + "generated_text": "{\"iconclass-codes\": [\"73\", \"73B57\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 18, + "gt_codes": [ + "49L17", + "49M413", + "49M3", + "49L12(T)" + ], + "predicted_codes": [ + "49L17", + "49M413", + "49M3", + "49L12(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": 19, + "gt_codes": [ + "25F3", + "31D12", + "31D13", + "41A1", + "41A77", + "43C114", + "45C15(ARROW)", + "45C15(BOW)", + "46C13141", + "46C1463" + ], + "predicted_codes": [ + "25I", + "47I2111" + ], + "generated_text": "{\"iconclass-codes\": [\"25I\", \"47I2111\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.21593073593073592, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "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(STAG)(+63)", + "25G11", + "25H114", + "31A2351", + "31B6211", + "34B11(+9511)", + "47I213(+9441)", + "56F2(+4)", + "86(AMORIS ARDOR)", + "92D156" + ], + "generated_text": "{\"iconclass-codes\": [\"25F24(STAG)(+63)\", \"25G11\", \"25H114\", \"31A2351\", \"31B6211\", \"34B11(+9511)\", \"47I213(+9441)\", \"56F2(+4)\", \"86(AMORIS ARDOR)\", \"92D156\"]}", + "valid_json": true, + "valid_code_count": 10, + "total_predicted": 10, + "exact_match": false, + "hierarchical_f1": 0.612077045444774, + "code_precision": 0.3, + "code_recall": 0.15789473684210525 + }, + { + "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", + "41D222(RABAT)", + "41D26611", + "61B(+53)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"41D222(RABAT)\", \"41D26611\", \"61B(+53)\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.9754098360655737, + "code_precision": 0.6, + "code_recall": 0.75 + }, + { + "index": 24, + "gt_codes": [ + "31A231", + "31A2422", + "44B1:61B(+2)", + "61B(+55)", + "61B:31A2212(+1)", + "61B:31D14" + ], + "predicted_codes": [ + "31A231", + "46A12", + "61B(+55)", + "61B:31D14" + ], + "generated_text": "{\"iconclass-codes\": [\"31A231\", \"46A12\", \"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", + "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": 0.08467153284671532, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 28, + "gt_codes": [ + "11M3", + "94O5" + ], + "predicted_codes": [ + "11R5", + "31E23621" + ], + "generated_text": "{\"iconclass-codes\": [\"11R5\", \"31E23621\"]}", + "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": [ + "44C312", + "61B2(FERDINANDO II)(+4)", + "61I(REPUBBLICA ROMANA)", + "61A(7 GENNAIO 1849)" + ], + "generated_text": "{\"iconclass-codes\": [\"44C312\", \"61B2(FERDINANDO II)(+4)\", \"61I(REPUBBLICA ROMANA)\", \"61A(7 GENNAIO 1849)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.6411240310077518, + "code_precision": 0.25, + "code_recall": 0.25 + }, + { + "index": 30, + "gt_codes": [ + "11I61", + "44B111" + ], + "predicted_codes": [ + "11I6", + "49C3" + ], + "generated_text": "{\"iconclass-codes\": [\"11I6\", \"49C3\"]}", + "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": 31, + "gt_codes": [ + "25G3(+351)", + "25G3(+371)", + "25H11", + "25H216", + "31B6235", + "33A35", + "34B11", + "46C11", + "46C131", + "46C13142", + "47I211", + "47I221" + ], + "predicted_codes": [ + "25H11", + "25H213", + "46C131" + ], + "generated_text": "{\"iconclass-codes\": [\"25H11\", \"25H213\", \"46C131\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.6386780199162938, + "code_precision": 0.6666666666666666, + "code_recall": 0.16666666666666666 + }, + { + "index": 32, + "gt_codes": [ + "25H", + "34B11", + "43C114" + ], + "predicted_codes": [ + "25H15", + "34B11", + "46C11" + ], + "generated_text": "{\"iconclass-codes\": [\"25H15\", \"34B11\", \"46C11\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.5866666666666666, + "code_precision": 0.3333333333333333, + "code_recall": 0.3333333333333333 + }, + { + "index": 33, + "gt_codes": [ + "25H11", + "25H114" + ], + "predicted_codes": [ + "25H114", + "31A(+73)", + "31B6235", + "31D14", + "31D15" + ], + "generated_text": "{\"iconclass-codes\": [\"25H114\", \"31A(+73)\", \"31B6235\", \"31D14\", \"31D15\"]}", + "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": [ + "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": 35, + "gt_codes": [ + "46A151" + ], + "predicted_codes": [ + "31A462" + ], + "generated_text": "{\"iconclass-codes\": [\"31A462\"]}", + "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": 36, + "gt_codes": [ + "25H213", + "25I", + "25I1461", + "31D11221", + "31D12", + "31D15", + "31D16", + "41B162", + "41B4", + "45B", + "46C11", + "46C223", + "9", + "96B113" + ], + "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": 0.3457154213036566, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 37, + "gt_codes": [ + "31D15", + "92D1916" + ], + "predicted_codes": [ + "25H", + "31D112", + "47I221" + ], + "generated_text": "{\"iconclass-codes\": [\"25H\", \"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", + "41A7751", + "46C131" + ], + "generated_text": "{\"iconclass-codes\": [\"25H\", \"31D14\", \"31D15\", \"41A7751\", \"46C131\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "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": [ + "71E3243", + "49L171" + ], + "generated_text": "{\"iconclass-codes\": [\"71E3243\", \"49L171\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.595, + "code_precision": 0.5, + "code_recall": 0.5 + }, + { + "index": 41, + "gt_codes": [ + "25G3(+351)", + "25H17", + "41A17" + ], + "predicted_codes": [ + "25G3", + "41A17" + ], + "generated_text": "{\"iconclass-codes\": [\"25G3\", \"41A17\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.8847583643122676, + "code_precision": 0.5, + "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(LOBSTER)(+43)", + "25H15", + "25H2143", + "31A233", + "31B623591", + "86(DURCH IHREN SCHEIN BET\u00d6GT)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F716(LOBSTER)(+43)\", \"25H15\", \"25H2143\", \"31A233\", \"31B623591\", \"86(DURCH IHREN SCHEIN BET\\u00d6GT)\"]}", + "valid_json": true, + "valid_code_count": 6, + "total_predicted": 6, + "exact_match": false, + "hierarchical_f1": 0.3734317343173432, + "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", + "11H(FRANCIS)", + "73D721" + ], + "generated_text": "{\"iconclass-codes\": [\"11H\", \"11H(FRANCIS)\", \"73D721\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.38612903225806455, + "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": [ + "31A(+89)", + "46A122", + "9" + ], + "generated_text": "{\"iconclass-codes\": [\"31A(+89)\", \"46A122\", \"9\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.5233333333333333, + "code_precision": 0.3333333333333333, + "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": [ + "31A235", + "49C3", + "61B(+55)", + "61B:31D14" + ], + "generated_text": "{\"iconclass-codes\": [\"31A235\", \"49C3\", \"61B(+55)\", \"61B:31D14\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.5894183864915571, + "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" + ], + "generated_text": "{\"iconclass-codes\": [\"25I\", \"31D14\", \"31D15\", \"46C13141\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.5927512355848435, + "code_precision": 0.5, + "code_recall": 0.4 + }, + { + "index": 54, + "gt_codes": [ + "12B61", + "12BB63", + "25F(+342)", + "25F23(LION)(+351)", + "25I144", + "25I153", + "31A141", + "31A2512(+932)", + "31A2512(+933)", + "31A2513(+933)", + "31A2515(+933)", + "31A25432", + "31A25551", + "31A26112(+51)", + "31A2711", + "31AA222(+89)", + "31AA2513", + "31AA2711", + "31D11221(+89)", + "31D14" + ], + "predicted_codes": [ + "12B61", + "31A2512(+933)", + "31D14", + "31D15(+72)", + "41A141", + "41A311", + "41C122", + "41C321", + "41C341", + "41C37", + "41C7110", + "41D283", + "45C11(SPEAR)", + "45C19(SHIELD)", + "45C22", + "45C221", + "45C222", + "45C222:25F3(+342)", + "45C23", + "45L3111" + ], + "generated_text": "{\"iconclass-codes\": [\"12B61\", \"31A2512(+933)\", \"31D14\", \"31D15(+72)\", \"41A141\", \"41A311\", \"41C122\", \"41C321\", \"41C341\", \"41C37\", \"41C7110\", \"41D283\", \"45C11(SPEAR)\", \"45C19(SHIELD)\", \"45C22\", \"45C221\", \"45C222\", \"45C222:25F3(+342)\", \"45C23\", \"45L3111\"]}", + "valid_json": true, + "valid_code_count": 20, + "total_predicted": 20, + "exact_match": false, + "hierarchical_f1": 0.29306441902468394, + "code_precision": 0.15, + "code_recall": 0.15 + }, + { + "index": 55, + "gt_codes": [ + "25H214", + "41A17" + ], + "predicted_codes": [ + "25I3", + "41A18" + ], + "generated_text": "{\"iconclass-codes\": [\"25I3\", \"41A18\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.5900000000000001, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 56, + "gt_codes": [ + "11Q713", + "48C73341" + ], + "predicted_codes": [ + "11Q713" + ], + "generated_text": "{\"iconclass-codes\": [\"11Q713\"]}", + "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": 57, + "gt_codes": [ + "11F4", + "11F4122", + "11F715", + "11F716", + "31A2421", + "41C", + "61B(+52)" + ], + "predicted_codes": [ + "11F4", + "31A2421", + "61B(+53)" + ], + "generated_text": "{\"iconclass-codes\": [\"11F4\", \"31A2421\", \"61B(+53)\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.8235294117647058, + "code_precision": 0.6666666666666666, + "code_recall": 0.2857142857142857 + }, + { + "index": 58, + "gt_codes": [ + "25F3", + "41A772", + "48C73411", + "92D1916" + ], + "predicted_codes": [ + "25G41(ROSE)", + "31D112", + "41A671", + "92D1916" + ], + "generated_text": "{\"iconclass-codes\": [\"25G41(ROSE)\", \"31D112\", \"41A671\", \"92D1916\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.5176626506024096, + "code_precision": 0.25, + "code_recall": 0.25 + }, + { + "index": 59, + "gt_codes": [ + "31A2211", + "31A2422" + ], + "predicted_codes": [ + "31A2422", + "61B(+52)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.6428571428571429, + "code_precision": 0.5, + "code_recall": 0.5 + }, + { + "index": 60, + "gt_codes": [ + "11H(LAURENCE)" + ], + "predicted_codes": [ + "11H(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", + "25I2" + ], + "generated_text": "{\"iconclass-codes\": [\"23F41\", \"25I2\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.715121387283237, + "code_precision": 0.5, + "code_recall": 0.3333333333333333 + }, + { + "index": 62, + "gt_codes": [ + "73D313" + ], + "predicted_codes": [ + "73D14" + ], + "generated_text": "{\"iconclass-codes\": [\"73D14\"]}", + "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": 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": [ + "49C3", + "61B2(CHARLEMAGNE)" + ], + "generated_text": "{\"iconclass-codes\": [\"49C3\", \"61B2(CHARLEMAGNE)\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.18173913043478263, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 64, + "gt_codes": [ + "41E2", + "43C512", + "48C5142:48C533" + ], + "predicted_codes": [ + "25F62(HERRING)", + "41A3281", + "41C74(+1)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F62(HERRING)\", \"41A3281\", \"41C74(+1)\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.25333333333333335, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 65, + "gt_codes": [ + "49L12(P)", + "49L171", + "73E42" + ], + "predicted_codes": [ + "49L12(P)", + "49L171", + "73E5" + ], + "generated_text": "{\"iconclass-codes\": [\"49L12(P)\", \"49L171\", \"73E5\"]}", + "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": 66, + "gt_codes": [ + "41D221(HAT)", + "61B(+52)", + "61B:31D14" + ], + "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": 0.5114006514657979, + "code_precision": 0.5, + "code_recall": 0.3333333333333333 + }, + { + "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": [ + "42D132", + "42D25" + ], + "generated_text": "{\"iconclass-codes\": [\"42D132\", \"42D25\"]}", + "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": 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)(+471)", + "25H11", + "51L5(+4):54A44(+4)", + "86(QUAE VIVENDI MODUS)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F36(GOOSE)(+471)\", \"25H11\", \"51L5(+4):54A44(+4)\", \"86(QUAE VIVENDI MODUS)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.550886524822695, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 71, + "gt_codes": [ + "49E39", + "25G4" + ], + "predicted_codes": [ + "25G4(Wasserminze)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G4(Wasserminze)\"]}", + "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" + ], + "generated_text": "{\"iconclass-codes\": [\"25H11\", \"47I2112\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.3589743589743589, + "code_precision": 0.5, + "code_recall": 0.14285714285714285 + }, + { + "index": 73, + "gt_codes": [ + "25H114", + "46A14", + "47I214", + "47I221" + ], + "predicted_codes": [ + "25H114", + "31D14", + "47I21" + ], + "generated_text": "{\"iconclass-codes\": [\"25H114\", \"31D14\", \"47I21\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.6582823826032146, + "code_precision": 0.3333333333333333, + "code_recall": 0.25 + }, + { + "index": 74, + "gt_codes": [ + "46C13142" + ], + "predicted_codes": [ + "25H1" + ], + "generated_text": "{\"iconclass-codes\": [\"25H1\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.0, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 75, + "gt_codes": [ + "45C22" + ], + "predicted_codes": [ + "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 HIMMEL UND DIE ERDEN VOLLENDET)", + "11C23", + "71A421", + "54E43" + ], + "generated_text": "{\"iconclass-codes\": [\"86(WIE WIRD DER HIMMEL UND DIE ERDEN VOLLENDET)\", \"11C23\", \"71A421\", \"54E43\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.4854077253218883, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 78, + "gt_codes": [ + "41A2", + "41B21", + "42B71" + ], + "predicted_codes": [ + "41C25", + "46A14" + ], + "generated_text": "{\"iconclass-codes\": [\"41C25\", \"46A14\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.3127659574468086, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "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)", + "25FF62", + "25G13", + "25H119", + "47I214(+9332)", + "86(DIE SEE-GEISS)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F(+342)\", \"25FF62\", \"25G13\", \"25H119\", \"47I214(+9332)\", \"86(DIE SEE-GEISS)\"]}", + "valid_json": true, + "valid_code_count": 6, + "total_predicted": 6, + "exact_match": false, + "hierarchical_f1": 0.3022465753424657, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 82, + "gt_codes": [ + "48A9876", + "48C244" + ], + "predicted_codes": [ + "49M32", + "11P31131" + ], + "generated_text": "{\"iconclass-codes\": [\"49M32\", \"11P31131\"]}", + "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": 83, + "gt_codes": [ + "11Q651", + "31A24(+1)", + "31D15:61BB", + "41D222(RUFF)", + "41D262", + "41D26611", + "46A12", + "61B(+53)" + ], + "predicted_codes": [ + "31A2421", + "31D15:61BB", + "41D221(BOOGJESMUTS)", + "41D222(RUFF)", + "41D26611", + "41D2665", + "48C161", + "61B(+53)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"41D221(BOOGJESMUTS)\", \"41D222(RUFF)\", \"41D26611\", \"41D2665\", \"48C161\", \"61B(+53)\"]}", + "valid_json": true, + "valid_code_count": 8, + "total_predicted": 8, + "exact_match": false, + "hierarchical_f1": 0.7928522437781698, + "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", + "41A12" + ], + "generated_text": "{\"iconclass-codes\": [\"25I\", \"41A12\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.7480438184663537, + "code_precision": 1.0, + "code_recall": 0.5 + }, + { + "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": [ + "25H", + "41B162", + "45C13(SWORD)", + "45H(+22)" + ], + "generated_text": "{\"iconclass-codes\": [\"25H\", \"41B162\", \"45C13(SWORD)\", \"45H(+22)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.7823439878234398, + "code_precision": 0.5, + "code_recall": 1.0 + }, + { + "index": 91, + "gt_codes": [ + "31A559", + "31D13", + "31D14", + "41A191", + "41A761", + "45C22", + "92B423" + ], + "predicted_codes": [ + "31A(+89)", + "45C22", + "71" + ], + "generated_text": "{\"iconclass-codes\": [\"31A(+89)\", \"45C22\", \"71\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.44505230125523015, + "code_precision": 0.3333333333333333, + "code_recall": 0.14285714285714285 + }, + { + "index": 92, + "gt_codes": [ + "25I", + "45D22(+32)", + "46C24(FLUYT)", + "46C24:47K", + "46CC21" + ], + "predicted_codes": [ + "25I", + "46C21" + ], + "generated_text": "{\"iconclass-codes\": [\"25I\", \"46C21\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.7655172413793103, + "code_precision": 0.5, + "code_recall": 0.2 + }, + { + "index": 93, + "gt_codes": [ + "11P31521", + "11Q713", + "11Q7131(CHOIR SCREEN)", + "11Q71454", + "11Q72", + "11Q7311", + "25I", + "31A233", + "31A415", + "34B11", + "41B311", + "42E141", + "46A151" + ], + "predicted_codes": [ + "11Q713", + "25I", + "48C24" + ], + "generated_text": "{\"iconclass-codes\": [\"11Q713\", \"25I\", \"48C24\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.5784730396055352, + "code_precision": 0.6666666666666666, + "code_recall": 0.15384615384615385 + }, + { + "index": 94, + "gt_codes": [ + "33C23", + "25H13", + "11G", + "46E1", + "46E221", + "25F72(SNAIL)" + ], + "predicted_codes": [ + "11G", + "45B", + "25H13", + "46A122", + "48C7352", + "49L17" + ], + "generated_text": "{\"iconclass-codes\": [\"11G\", \"45B\", \"25H13\", \"46A122\", \"48C7352\", \"49L17\"]}", + "valid_json": true, + "valid_code_count": 6, + "total_predicted": 6, + "exact_match": false, + "hierarchical_f1": 0.5119024390243901, + "code_precision": 0.3333333333333333, + "code_recall": 0.3333333333333333 + }, + { + "index": 95, + "gt_codes": [ + "31A235", + "31D15:61BB", + "61B(+54)" + ], + "predicted_codes": [ + "31A235", + "31D15:61BB", + "41D2661", + "61B(+54)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31D15:61BB\", \"41D2661\", \"61B(+54)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.8571428571428571, + "code_precision": 0.75, + "code_recall": 1.0 + }, + { + "index": 96, + "gt_codes": [ + "25G3", + "25H213" + ], + "predicted_codes": [ + "25H", + "41A17" + ], + "generated_text": "{\"iconclass-codes\": [\"25H\", \"41A17\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.35625, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 97, + "gt_codes": [ + "11H(JOHN CHRYSOSTOM)36" + ], + "predicted_codes": [ + "73B641" + ], + "generated_text": "{\"iconclass-codes\": [\"73B641\"]}", + "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": [ + "24C19", + "56F2" + ], + "generated_text": "{\"iconclass-codes\": [\"24C19\", \"56F2\"]}", + "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": [ + "25F711(BUTTERFLY)", + "25G4(IVY)", + "25G41(CARNATION)", + "25G41(CONVOLVULUS)", + "25G41(DAGSCONE)", + "25G41(HIBISCUS)", + "25G41(MARIGOLD)", + "25G41(PANSY)", + "25G41(ROSE)", + "25G41(SUNFLOWER)", + "25G41(TULIP)", + "41A671", + "48C24:61B(+52)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F711(BUTTERFLY)\", \"25G4(IVY)\", \"25G41(CARNATION)\", \"25G41(CONVOLVULUS)\", \"25G41(DAGSCONE)\", \"25G41(HIBISCUS)\", \"25G41(MARIGOLD)\", \"25G41(PANSY)\", \"25G41(ROSE)\", \"25G41(SUNFLOWER)\", \"25G41(TULIP)\", \"41A671\", \"48C24:61B(+52)\"]}", + "valid_json": true, + "valid_code_count": 13, + "total_predicted": 13, + "exact_match": false, + "hierarchical_f1": 0.6686655372385484, + "code_precision": 0.15384615384615385, + "code_recall": 0.5 + }, + { + "index": 101, + "gt_codes": [ + "12A751", + "49B24" + ], + "predicted_codes": [ + "11Q7324" + ], + "generated_text": "{\"iconclass-codes\": [\"11Q7324\"]}", + "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": 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": [ + "25H19", + "47D31" + ], + "generated_text": "{\"iconclass-codes\": [\"25H19\", \"47D31\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.35902597402597397, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 104, + "gt_codes": [ + "32A5", + "48C62" + ], + "predicted_codes": [ + "61B2(ROSSINI, Giacomo)1(+523)" + ], + "generated_text": "{\"iconclass-codes\": [\"61B2(ROSSINI, Giacomo)1(+523)\"]}", + "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(Enzian)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G4(Enzian)\"]}", + "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", + "31A2422", + "61B(+55)", + "61B:31D14" + ], + "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A2422\", \"61B(+55)\", \"61B:31D14\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.4682480587171578, + "code_precision": 1.0, + "code_recall": 0.2222222222222222 + }, + { + "index": 107, + "gt_codes": [ + "31A2422", + "61B(+52)", + "61B:31D14" + ], + "predicted_codes": [ + "31A2422", + "61B(+52)", + "61B:31D14" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31D14\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 108, + "gt_codes": [ + "11Q713", + "11Q71454", + "48C24" + ], + "predicted_codes": [ + "11G", + "48C2" + ], + "generated_text": "{\"iconclass-codes\": [\"11G\", \"48C2\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.5364705882352943, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 109, + "gt_codes": [ + "73D415" + ], + "predicted_codes": [ + "73D415" + ], + "generated_text": "{\"iconclass-codes\": [\"73D415\"]}", + "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": 110, + "gt_codes": [ + "25G21(GOURD)", + "25G41(ROSE)", + "31A559", + "33C23", + "47I221", + "47I2213", + "83(HOOFT, Granida)" + ], + "predicted_codes": [ + "25G41(ROSE)", + "31A(+89)", + "31D14", + "31D15", + "61B(+55)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G41(ROSE)\", \"31A(+89)\", \"31D14\", \"31D15\", \"61B(+55)\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.3921946022727273, + "code_precision": 0.2, + "code_recall": 0.14285714285714285 + }, + { + "index": 111, + "gt_codes": [ + "49L17", + "49M413", + "49M3", + "49L12(N)" + ], + "predicted_codes": [ + "49L17", + "49M413", + "49M3", + "49L12(I)" + ], + "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(I)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 1.0, + "code_precision": 0.75, + "code_recall": 0.75 + }, + { + "index": 112, + "gt_codes": [ + "48C149", + "61E(ROMA)", + "61F(COLOSSEO)", + "48A72" + ], + "predicted_codes": [ + "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)", + "41A35", + "24A81", + "24B21", + "11M31" + ], + "generated_text": "{\"iconclass-codes\": [\"86(CLARIUS INDE MICAT)\", \"41A35\", \"24A81\", \"24B21\", \"11M31\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.6531464968152867, + "code_precision": 0.6, + "code_recall": 0.5 + }, + { + "index": 114, + "gt_codes": [ + "49C212", + "52" + ], + "predicted_codes": [ + "49C212" + ], + "generated_text": "{\"iconclass-codes\": [\"49C212\"]}", + "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": 115, + "gt_codes": [ + "25F33(EAGLE)(+5262)", + "25H114", + "25I2", + "25I6", + "31A22210", + "46C2322", + "73D83", + "86(SIC ALOR)" + ], + "predicted_codes": [ + "25F39(DOVE)(+5262)", + "25H114", + "25I1", + "25I1461", + "31A2763(+0)", + "31AA2763(+0)", + "31E122", + "46C112:5(+3)", + "46C232", + "86(SIC ALOR)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F39(DOVE)(+5262)\", \"25H114\", \"25I1\", \"25I1461\", \"31A2763(+0)\", \"31AA2763(+0)\", \"31E122\", \"46C112:5(+3)\", \"46C232\", \"86(SIC ALOR)\"]}", + "valid_json": true, + "valid_code_count": 10, + "total_predicted": 10, + "exact_match": false, + "hierarchical_f1": 0.7129930534250777, + "code_precision": 0.2, + "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": [ + "49B24", + "49C31" + ], + "generated_text": "{\"iconclass-codes\": [\"49B24\", \"49C31\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.8235294117647058, + "code_precision": 0.5, + "code_recall": 1.0 + }, + { + "index": 118, + "gt_codes": [ + "41A775", + "45C11(SPEAR)", + "45C16(CANNON)", + "45C221", + "92D1916" + ], + "predicted_codes": [ + "45C13(SWORD)", + "45C22", + "92D1916" + ], + "generated_text": "{\"iconclass-codes\": [\"45C13(SWORD)\", \"45C22\", \"92D1916\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.799460966542751, + "code_precision": 0.3333333333333333, + "code_recall": 0.2 + }, + { + "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": [ + "25I146" + ], + "generated_text": "{\"iconclass-codes\": [\"25I146\"]}", + "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" + ], + "generated_text": "{\"iconclass-codes\": [\"25H13\"]}", + "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": 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(APRICOT)", + "25G21(CHERRY)", + "25G21(LEMON)", + "41A7751", + "41C653(LEMON)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F3\", \"25G21(APRICOT)\", \"25G21(CHERRY)\", \"25G21(LEMON)\", \"41A7751\", \"41C653(LEMON)\"]}", + "valid_json": true, + "valid_code_count": 6, + "total_predicted": 6, + "exact_match": false, + "hierarchical_f1": 0.9119999999999999, + "code_precision": 0.6666666666666666, + "code_recall": 0.2857142857142857 + }, + { + "index": 126, + "gt_codes": [ + "25H", + "31D11221" + ], + "predicted_codes": [ + "25H114", + "31D11221" + ], + "generated_text": "{\"iconclass-codes\": [\"25H114\", \"31D11221\"]}", + "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": 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": [ + "24C1" + ], + "generated_text": "{\"iconclass-codes\": [\"24C1\"]}", + "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": 130, + "gt_codes": [ + "25F25(ELEPHANT)", + "25I", + "25I13", + "34E22", + "43B7" + ], + "predicted_codes": [ + "25F25(ELEPHANT)", + "43B7" + ], + "generated_text": "{\"iconclass-codes\": [\"25F25(ELEPHANT)\", \"43B7\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.7146529562982004, + "code_precision": 1.0, + "code_recall": 0.4 + }, + { + "index": 131, + "gt_codes": [ + "11I36", + "73" + ], + "predicted_codes": [ + "31A(+89)", + "31D15", + "71" + ], + "generated_text": "{\"iconclass-codes\": [\"31A(+89)\", \"31D15\", \"71\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.08, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 132, + "gt_codes": [ + "33A52", + "46A71" + ], + "predicted_codes": [ + "31A25(+933)", + "31A254", + "31A2545" + ], + "generated_text": "{\"iconclass-codes\": [\"31A25(+933)\", \"31A254\", \"31A2545\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.13181818181818183, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 133, + "gt_codes": [ + "25F72(OYSTER)", + "25G21(LEMON)", + "41C653(LEMON)", + "47I4223" + ], + "predicted_codes": [ + "25G21(APPLE)", + "25G21(PEAR)", + "41C323", + "41C653(APPLE)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G21(APPLE)\", \"25G21(PEAR)\", \"41C323\", \"41C653(APPLE)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.7531502423263329, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 134, + "gt_codes": [ + "31B19", + "41A3911", + "47I221" + ], + "predicted_codes": [ + "45B", + "71" + ], + "generated_text": "{\"iconclass-codes\": [\"45B\", \"71\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.10857142857142858, + "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": [ + "11Q21", + "31A25221", + "46B31" + ], + "generated_text": "{\"iconclass-codes\": [\"11Q21\", \"31A25221\", \"46B31\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.4631674902027602, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "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": [ + "25H114", + "31A27481(+916)", + "31D14", + "31E234631", + "45C13(SWORD)", + "45C15(BOW AND ARROW)", + "45C22", + "45C221", + "45C23", + "56F2(+4)", + "86(AMORIS VIRTUS IN ARMIS)", + "92B34121", + "92B38(LYRE)", + "92C2", + "92C28(ARMOUR)", + "92C28(BOW AND ARROW)", + "92C28(CAP)", + "92C28(CHAIN)", + "92C28(LANCE)", + "92C28(SWORD)" + ], + "generated_text": "{\"iconclass-codes\": [\"25H114\", \"31A27481(+916)\", \"31D14\", \"31E234631\", \"45C13(SWORD)\", \"45C15(BOW AND ARROW)\", \"45C22\", \"45C221\", \"45C23\", \"56F2(+4)\", \"86(AMORIS VIRTUS IN ARMIS)\", \"92B34121\", \"92B38(LYRE)\", \"92C2\", \"92C28(ARMOUR)\", \"92C28(BOW AND ARROW)\", \"92C28(CAP)\", \"92C28(CHAIN)\", \"92C28(LANCE)\", \"92C28(SWORD)\"]}", + "valid_json": true, + "valid_code_count": 20, + "total_predicted": 20, + "exact_match": false, + "hierarchical_f1": 0.6919942352729239, + "code_precision": 0.25, + "code_recall": 0.2777777777777778 + }, + { + "index": 137, + "gt_codes": [ + "25I", + "25I1" + ], + "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": 0.7344406779661016, + "code_precision": 0.5, + "code_recall": 0.5 + }, + { + "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)", + "41A6", + "48C2" + ], + "generated_text": "{\"iconclass-codes\": [\"25F36(SWAN)\", \"41A6\", \"48C2\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.63984375, + "code_precision": 0.3333333333333333, + "code_recall": 0.25 + }, + { + "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", + "46B13" + ], + "generated_text": "{\"iconclass-codes\": [\"25I\", \"25I1\", \"46B13\"]}", + "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": [ + "73E5" + ], + "generated_text": "{\"iconclass-codes\": [\"73E5\"]}", + "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": 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" + ], + "generated_text": "{\"iconclass-codes\": [\"25G41(ANEMONE)\", \"25G41(CARNATION)\", \"25G41(CONVOLVULUS)\", \"25G41(DAGSCONE)\", \"25G41(LILY)\", \"25G41(MARIGOLD)\", \"25G41(ROSE)\", \"25G41(TULIP)\", \"25H\", \"41A671\"]}", + "valid_json": true, + "valid_code_count": 10, + "total_predicted": 10, + "exact_match": false, + "hierarchical_f1": 0.9213075824013401, + "code_precision": 0.6, + "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": [ + "31A2518", + "41A23", + "41A7612", + "41B31(+1)", + "41D267", + "98B(HERACLITUS)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2518\", \"41A23\", \"41A7612\", \"41B31(+1)\", \"41D267\", \"98B(HERACLITUS)\"]}", + "valid_json": true, + "valid_code_count": 6, + "total_predicted": 6, + "exact_match": false, + "hierarchical_f1": 0.7559134165795698, + "code_precision": 0.3333333333333333, + "code_recall": 0.1 + }, + { + "index": 145, + "gt_codes": [ + "25G4(...)" + ], + "predicted_codes": [ + "25G4(...)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G4(...)\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 146, + "gt_codes": [ + "31A231", + "31A2422", + "61B(+53)", + "61B:31A2212(+1)" + ], + "predicted_codes": [ + "31A2422", + "31D15:61BB", + "61B(+53)", + "61B:31A2212(+1)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.8899719887955181, + "code_precision": 0.75, + "code_recall": 0.75 + }, + { + "index": 147, + "gt_codes": [ + "31D112", + "42G:61B2(...)13", + "61B(+53)", + "61B:31A2212(+1)" + ], + "predicted_codes": [ + "31A24(+1)", + "31D112:61B2(...)1", + "48C5142", + "61B(+53)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D112:61B2(...)1\", \"48C5142\", \"61B(+53)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.6409962268743915, + "code_precision": 0.25, + "code_recall": 0.25 + }, + { + "index": 148, + "gt_codes": [ + "61D(GERMANIA)", + "61D(FRANCIA)", + "45A145" + ], + "predicted_codes": [ + "46A17", + "45D321(+0)", + "44C312", + "44B04", + "61I(TRATTATO DI VERSAILLES)" + ], + "generated_text": "{\"iconclass-codes\": [\"46A17\", \"45D321(+0)\", \"44C312\", \"44B04\", \"61I(TRATTATO DI VERSAILLES)\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.32662721893491126, + "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(P)", + "49L171", + "73F46" + ], + "generated_text": "{\"iconclass-codes\": [\"11H(PAUL)\", \"49L12(P)\", \"49L171\", \"73F46\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.8038461538461539, + "code_precision": 0.5, + "code_recall": 0.3333333333333333 + }, + { + "index": 150, + "gt_codes": [ + "11M41", + "31A511" + ], + "predicted_codes": [ + "31F26" + ], + "generated_text": "{\"iconclass-codes\": [\"31F26\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.2533333333333333, + "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": [ + "31D14", + "31D15", + "98" + ], + "generated_text": "{\"iconclass-codes\": [\"31D14\", \"31D15\", \"98\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.46499402628434894, + "code_precision": 0.3333333333333333, + "code_recall": 0.3333333333333333 + }, + { + "index": 153, + "gt_codes": [ + "73C221", + "73C222", + "73C223" + ], + "predicted_codes": [ + "73C861" + ], + "generated_text": "{\"iconclass-codes\": [\"73C861\"]}", + "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": 154, + "gt_codes": [ + "92D1916", + "48A98311", + "25G41", + "48A9875", + "61B2(PFEFFERKORN, Johannes)11" + ], + "predicted_codes": [ + "11G23", + "48A9875", + "61B2(ERASMUS, Desiderius)11" + ], + "generated_text": "{\"iconclass-codes\": [\"11G23\", \"48A9875\", \"61B2(ERASMUS, Desiderius)11\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.6151360086183678, + "code_precision": 0.3333333333333333, + "code_recall": 0.2 + }, + { + "index": 155, + "gt_codes": [ + "31D14", + "45H3", + "25G3", + "46C131", + "45F4", + "44B132", + "53CC1" + ], + "predicted_codes": [ + "45B", + "25H18", + "46A122", + "45K13", + "45C41", + "45D21" + ], + "generated_text": "{\"iconclass-codes\": [\"45B\", \"25H18\", \"46A122\", \"45K13\", \"45C41\", \"45D21\"]}", + "valid_json": true, + "valid_code_count": 6, + "total_predicted": 6, + "exact_match": false, + "hierarchical_f1": 0.30158251695553884, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 156, + "gt_codes": [ + "31A2422", + "31D13", + "31D15:61BB", + "61B(+53)" + ], + "predicted_codes": [ + "31A2422", + "31D15:61BB", + "41D26611" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D15:61BB\", \"41D26611\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.6781326781326782, + "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", + "61E(GOES)", + "61F(HUIS GROENEWOUD)" + ], + "generated_text": "{\"iconclass-codes\": [\"41A12\", \"61E(GOES)\", \"61F(HUIS GROENEWOUD)\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.888888888888889, + "code_precision": 0.3333333333333333, + "code_recall": 0.5 + }, + { + "index": 159, + "gt_codes": [ + "34B11", + "47I213", + "47I221", + "47I2211" + ], + "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": 0.1191919191919192, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 160, + "gt_codes": [ + "44B1", + "46A12", + "45C21" + ], + "predicted_codes": [ + "45C21", + "61B2(LEOPOLD )" + ], + "generated_text": "{\"iconclass-codes\": [\"45C21\", \"61B2(LEOPOLD )\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.48096885813148793, + "code_precision": 0.5, + "code_recall": 0.3333333333333333 + }, + { + "index": 161, + "gt_codes": [ + "11M42", + "11M44", + "25H", + "25I", + "44G0", + "44G112", + "46C13141", + "46C1463", + "54A2", + "92D1916" + ], + "predicted_codes": [ + "12EE13", + "12FF13", + "46C13141", + "5(+1)", + "92D1916" + ], + "generated_text": "{\"iconclass-codes\": [\"12EE13\", \"12FF13\", \"46C13141\", \"5(+1)\", \"92D1916\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.43094689265536723, + "code_precision": 0.4, + "code_recall": 0.2 + }, + { + "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)", + "41A711", + "31D12(+935)", + "31D14(+935)", + "31D15(+935)", + "31A2543", + "31A2541", + "57AA6121", + "57BB13" + ], + "generated_text": "{\"iconclass-codes\": [\"86(HOMO HOMINI DEUS)\", \"41A711\", \"31D12(+935)\", \"31D14(+935)\", \"31D15(+935)\", \"31A2543\", \"31A2541\", \"57AA6121\", \"57BB13\"]}", + "valid_json": true, + "valid_code_count": 9, + "total_predicted": 9, + "exact_match": false, + "hierarchical_f1": 0.3572423398328691, + "code_precision": 0.1111111111111111, + "code_recall": 0.09090909090909091 + }, + { + "index": 164, + "gt_codes": [ + "92A" + ], + "predicted_codes": [ + "9" + ], + "generated_text": "{\"iconclass-codes\": [\"9\"]}", + "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": 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": [ + "73D14" + ], + "generated_text": "{\"iconclass-codes\": [\"73D14\"]}", + "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": 167, + "gt_codes": [ + "44C312" + ], + "predicted_codes": [ + "11P3152", + "44G3731" + ], + "generated_text": "{\"iconclass-codes\": [\"11P3152\", \"44G3731\"]}", + "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": 168, + "gt_codes": [ + "11D124", + "11Q15", + "25F23(LION)", + "73D231", + "73D633", + "73E422" + ], + "predicted_codes": [ + "11H(CHRISTOPHER)51", + "73D642" + ], + "generated_text": "{\"iconclass-codes\": [\"11H(CHRISTOPHER)51\", \"73D642\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.49521311475409835, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 169, + "gt_codes": [ + "31D14", + "31D15", + "48C755", + "61B(+52)" + ], + "predicted_codes": [ + "31A254", + "31D14", + "31D15" + ], + "generated_text": "{\"iconclass-codes\": [\"31A254\", \"31D14\", \"31D15\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.61340206185567, + "code_precision": 0.6666666666666666, + "code_recall": 0.5 + }, + { + "index": 170, + "gt_codes": [ + "25F23(LION)", + "23U24", + "11R5", + "25A13", + "11D131", + "48C24", + "48C16", + "24D", + "49E11", + "24B21" + ], + "predicted_codes": [ + "11G", + "48C24", + "31D15", + "46A122", + "48C7352", + "48C7351", + "48C7353", + "48C7354" + ], + "generated_text": "{\"iconclass-codes\": [\"11G\", \"48C24\", \"31D15\", \"46A122\", \"48C7352\", \"48C7351\", \"48C7353\", \"48C7354\"]}", + "valid_json": true, + "valid_code_count": 8, + "total_predicted": 8, + "exact_match": false, + "hierarchical_f1": 0.33421498813156997, + "code_precision": 0.125, + "code_recall": 0.1 + }, + { + "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": [ + "25H1321" + ], + "generated_text": "{\"iconclass-codes\": [\"25H1321\"]}", + "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": 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": [ + "31A2421", + "61B(+55)", + "61B:31D14" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+55)\", \"61B:31D14\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.4444444444444444, + "code_precision": 0.6666666666666666, + "code_recall": 0.3333333333333333 + }, + { + "index": 175, + "gt_codes": [ + "48A98211", + "42E34" + ], + "predicted_codes": [ + "46A122", + "48C33(+726)", + "48A9851" + ], + "generated_text": "{\"iconclass-codes\": [\"46A122\", \"48C33(+726)\", \"48A9851\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.4998753117206983, + "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": [ + "71E324" + ], + "generated_text": "{\"iconclass-codes\": [\"71E324\"]}", + "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": 177, + "gt_codes": [ + "11C14", + "71C11824(+0)" + ], + "predicted_codes": [ + "71C234" + ], + "generated_text": "{\"iconclass-codes\": [\"71C234\"]}", + "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(+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": 0.7168712985699842, + "code_precision": 0.3333333333333333, + "code_recall": 0.25 + }, + { + "index": 179, + "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": 180, + "gt_codes": [ + "43A42" + ], + "predicted_codes": [ + "46A1241(GOLDEN FLEECE)" + ], + "generated_text": "{\"iconclass-codes\": [\"46A1241(GOLDEN FLEECE)\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.19, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 181, + "gt_codes": [ + "41D221(HAT)", + "48", + "48C2", + "48C514", + "54BB2", + "55C11", + "86(VIEL ZIERDE, WENIG NUTZEN)" + ], + "predicted_codes": [ + "31A5462", + "31D14(+933)", + "48C24", + "48C24:61B2(...)1", + "48C7352", + "48C7525", + "51H42", + "86(VIEL ZIERDE, WENIG NUTZEN)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A5462\", \"31D14(+933)\", \"48C24\", \"48C24:61B2(...)1\", \"48C7352\", \"48C7525\", \"51H42\", \"86(VIEL ZIERDE, WENIG NUTZEN)\"]}", + "valid_json": true, + "valid_code_count": 8, + "total_predicted": 8, + "exact_match": false, + "hierarchical_f1": 0.4769000374391614, + "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", + "47I21" + ], + "generated_text": "{\"iconclass-codes\": [\"25I3\", \"47I21\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.6, + "code_precision": 0.5, + "code_recall": 0.5 + }, + { + "index": 185, + "gt_codes": [ + "31A231", + "31A2422", + "61B(+53)", + "61B:31A2212(+1)", + "61B:31D14" + ], + "predicted_codes": [ + "31A231", + "31A2422", + "61B(+53)", + "61B:31A2212(+1)", + "61B:31D14" + ], + "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31A2422\", \"61B(+53)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 186, + "gt_codes": [ + "86(VULPES, ET SIMIUS)", + "25F23(LION)", + "25F22(+343)", + "25F23(FOX)", + "52A2", + "51A5" + ], + "predicted_codes": [ + "85" + ], + "generated_text": "{\"iconclass-codes\": [\"85\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.05714285714285715, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 187, + "gt_codes": [ + "49L171", + "49M413", + "49M3", + "49L12(O)" + ], + "predicted_codes": [ + "49L171", + "49M413", + "49M3", + "49L12(O)" + ], + "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(O)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 188, + "gt_codes": [ + "48A98312" + ], + "predicted_codes": [ + "48A98312", + "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": [ + "31A2542", + "31D17", + "41C74(+1)", + "46A14" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2542\", \"31D17\", \"41C74(+1)\", \"46A14\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.4210439105219553, + "code_precision": 0.25, + "code_recall": 0.16666666666666666 + }, + { + "index": 190, + "gt_codes": [ + "31A231", + "31A2421", + "45B", + "61B(+54)", + "61B:31D14" + ], + "predicted_codes": [ + "31A231", + "31A2421", + "61B(+54)", + "61B:31D14" + ], + "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31A2421\", \"61B(+54)\", \"61B:31D14\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.888888888888889, + "code_precision": 1.0, + "code_recall": 0.8 + }, + { + "index": 191, + "gt_codes": [ + "32A5", + "54F122" + ], + "predicted_codes": [ + "46A17", + "32B311(TEDESCHI)(+9)", + "57AA611" + ], + "generated_text": "{\"iconclass-codes\": [\"46A17\", \"32B311(TEDESCHI)(+9)\", \"57AA611\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.22800000000000004, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 192, + "gt_codes": [ + "44B113", + "61B2(GOTTFRIED V OF BOUILLON, DUKE OF LOWER-LOTHARINGIA, KING OF JERUSALEM)" + ], + "predicted_codes": [ + "49M32", + "11I62" + ], + "generated_text": "{\"iconclass-codes\": [\"49M32\", \"11I62\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.095, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 193, + "gt_codes": [ + "25H17", + "25I2", + "46A14", + "46C1215", + "46C145", + "47D31", + "51LL1", + "54DD4:51K1", + "86(INVENTIS NON FACILE EST ADDERE)" + ], + "predicted_codes": [ + "25I1", + "46C13141(+75247)", + "47D31", + "49L8", + "51B3:51BB3", + "51E11", + "51EE11", + "86(INVENTIS NON FACILE EST ADDERE)" + ], + "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46C13141(+75247)\", \"47D31\", \"49L8\", \"51B3:51BB3\", \"51E11\", \"51EE11\", \"86(INVENTIS NON FACILE EST ADDERE)\"]}", + "valid_json": true, + "valid_code_count": 8, + "total_predicted": 8, + "exact_match": false, + "hierarchical_f1": 0.5986501217673663, + "code_precision": 0.25, + "code_recall": 0.2222222222222222 + }, + { + "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", + "31D14", + "46A63", + "48C5142", + "41B311", + "41AA1" + ], + "generated_text": "{\"iconclass-codes\": [\"41A2\", \"31D14\", \"46A63\", \"48C5142\", \"41B311\", \"41AA1\"]}", + "valid_json": true, + "valid_code_count": 6, + "total_predicted": 6, + "exact_match": false, + "hierarchical_f1": 0.659348941918055, + "code_precision": 0.16666666666666666, + "code_recall": 0.14285714285714285 + }, + { + "index": 196, + "gt_codes": [ + "25I146", + "31A(+89)", + "31D112", + "73", + "73B633" + ], + "predicted_codes": [ + "12B61", + "31A54", + "9", + "97" + ], + "generated_text": "{\"iconclass-codes\": [\"12B61\", \"31A54\", \"9\", \"97\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.16285714285714284, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 197, + "gt_codes": [ + "41A31", + "43C11491", + "61F(JAGDSCHLOSS LANGELEBEN)" + ], + "predicted_codes": [ + "41A361", + "48C1425" + ], + "generated_text": "{\"iconclass-codes\": [\"41A361\", \"48C1425\"]}", + "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": 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": [ + "49D22" + ], + "generated_text": "{\"iconclass-codes\": [\"49D22\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.16811594202898553, + "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: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": 0.8574149012139965, + "code_precision": 0.6666666666666666, + "code_recall": 0.3333333333333333 + }, + { + "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)(+1)", + "48A98(+2)", + "48A983", + "48A9876", + "48C244", + "48C244(+0)", + "48CC7352", + "48CC7525", + "92B18(EAGLE)", + "92B18(THUNDERBOLT)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F39(DOVE)(+1)\", \"48A98(+2)\", \"48A983\", \"48A9876\", \"48C244\", \"48C244(+0)\", \"48CC7352\", \"48CC7525\", \"92B18(EAGLE)\", \"92B18(THUNDERBOLT)\"]}", + "valid_json": true, + "valid_code_count": 10, + "total_predicted": 10, + "exact_match": false, + "hierarchical_f1": 0.4803991683991684, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 203, + "gt_codes": [ + "25I", + "25I1", + "41A51" + ], + "predicted_codes": [ + "41A51" + ], + "generated_text": "{\"iconclass-codes\": [\"41A51\"]}", + "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": 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": [ + "43C1147" + ], + "generated_text": "{\"iconclass-codes\": [\"43C1147\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.095, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 206, + "gt_codes": [ + "31D12", + "41D221(HAT)", + "48B3:61B", + "48C75", + "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": 0.528888888888889, + "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": [ + "25F23(BEAR)", + "46C131", + "43C1147" + ], + "generated_text": "{\"iconclass-codes\": [\"25F23(BEAR)\", \"46C131\", \"43C1147\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.45199134199134194, + "code_precision": 0.3333333333333333, + "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", + "46E63" + ], + "generated_text": "{\"iconclass-codes\": [\"31A221\", \"46E63\"]}", + "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": [ + "25G3(PALM-TREE)(+22)", + "41C711", + "48C7351", + "92D1916" + ], + "generated_text": "{\"iconclass-codes\": [\"25G3(PALM-TREE)(+22)\", \"41C711\", \"48C7351\", \"92D1916\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.36973063973063974, + "code_precision": 0.25, + "code_recall": 0.25 + }, + { + "index": 215, + "gt_codes": [ + "31D15:61BB", + "61B(+53)" + ], + "predicted_codes": [ + "31D15:61BB" + ], + "generated_text": "{\"iconclass-codes\": [\"31D15:61BB\"]}", + "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": 216, + "gt_codes": [ + "31AA2354(+4)", + "31D11221", + "33C23", + "41A773", + "41C122", + "43B3", + "43C522", + "86(LE TRICTRAC)" + ], + "predicted_codes": [ + "31A254", + "31D11221(+76)", + "31D11221(+89)", + "31D11222(+76)", + "31D11222(+89)", + "33C23", + "41A221", + "41A711", + "41A773", + "41B1311", + "41B2141", + "43C522", + "43C5221", + "43C5222", + "43C5223", + "43C5224", + "43C52241", + "43C52241(+0)", + "43C52241(+4)(CARD)", + "43C52241(+4)(CHIP)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A254\", \"31D11221(+76)\", \"31D11221(+89)\", \"31D11222(+76)\", \"31D11222(+89)\", \"33C23\", \"41A221\", \"41A711\", \"41A773\", \"41B1311\", \"41B2141\", \"43C522\", \"43C5221\", \"43C5222\", \"43C5223\", \"43C5224\", \"43C52241\", \"43C52241(+0)\", \"43C52241(+4)(CARD)\", \"43C52241(+4)(CHIP)\"]}", + "valid_json": true, + "valid_code_count": 20, + "total_predicted": 20, + "exact_match": false, + "hierarchical_f1": 0.7475886232481451, + "code_precision": 0.15, + "code_recall": 0.375 + }, + { + "index": 217, + "gt_codes": [ + "25I", + "25I1", + "43B42", + "46C14", + "47G1" + ], + "predicted_codes": [ + "25I", + "46C13141(+75247)", + "46C14" + ], + "generated_text": "{\"iconclass-codes\": [\"25I\", \"46C13141(+75247)\", \"46C14\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.7204232804232803, + "code_precision": 0.6666666666666666, + "code_recall": 0.4 + }, + { + "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": [ + "49M3" + ], + "generated_text": "{\"iconclass-codes\": [\"49M3\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.7394957983193278, + "code_precision": 1.0, + "code_recall": 0.3333333333333333 + }, + { + "index": 220, + "gt_codes": [ + "23K32", + "47I145" + ], + "predicted_codes": [ + "71E3243" + ], + "generated_text": "{\"iconclass-codes\": [\"71E3243\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.0, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 221, + "gt_codes": [ + "31A2421", + "31A2422", + "31A5341", + "31D14", + "31D15", + "41D222(TIE)", + "61B(+52)", + "61B:31A2212(+1)" + ], + "predicted_codes": [ + "31A24(+1)", + "31D14", + "31D15", + "61B(+52)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D14\", \"31D15\", \"61B(+52)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.831554203539823, + "code_precision": 0.75, + "code_recall": 0.375 + }, + { + "index": 222, + "gt_codes": [ + "71C243" + ], + "predicted_codes": [ + "71C234" + ], + "generated_text": "{\"iconclass-codes\": [\"71C234\"]}", + "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": 223, + "gt_codes": [ + "31A(+65)", + "11I62(ISAIAH)", + "73D6", + "71A421", + "11D1311", + "73A56", + "71E3243", + "71E1343" + ], + "predicted_codes": [ + "73D641", + "73D625" + ], + "generated_text": "{\"iconclass-codes\": [\"73D641\", \"73D625\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.33517948717948715, + "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": [ + "25G3(LAUREL)(+27)", + "41D92", + "46C1215", + "48C244(+0)", + "54E31(+4)", + "56F2(+4)", + "86(QUAE VIRTUS, QUOD AMOR)", + "92D156" + ], + "generated_text": "{\"iconclass-codes\": [\"25G3(LAUREL)(+27)\", \"41D92\", \"46C1215\", \"48C244(+0)\", \"54E31(+4)\", \"56F2(+4)\", \"86(QUAE VIRTUS, QUOD AMOR)\", \"92D156\"]}", + "valid_json": true, + "valid_code_count": 8, + "total_predicted": 8, + "exact_match": false, + "hierarchical_f1": 0.5671428571428572, + "code_precision": 0.25, + "code_recall": 0.3333333333333333 + }, + { + "index": 225, + "gt_codes": [ + "49C122" + ], + "predicted_codes": [ + "49C123" + ], + "generated_text": "{\"iconclass-codes\": [\"49C123\"]}", + "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": 226, + "gt_codes": [ + "11H(JAMES THE GREAT)" + ], + "predicted_codes": [ + "11H(THOMAS BECKET)" + ], + "generated_text": "{\"iconclass-codes\": [\"11H(THOMAS BECKET)\"]}", + "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": 227, + "gt_codes": [ + "33C3211", + "42D3421" + ], + "predicted_codes": [ + "34B231" + ], + "generated_text": "{\"iconclass-codes\": [\"34B231\"]}", + "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": 228, + "gt_codes": [ + "25G3(OAK)", + "25G4(IVY)(+39)", + "51H11", + "56F23", + "86(HIER IMMER ZU VERBLEIBEN)" + ], + "predicted_codes": [ + "25G3", + "25G4(IVY)", + "86(HIER IMMER ZU VERBLEIBEN)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25G4(IVY)\", \"86(HIER IMMER ZU VERBLEIBEN)\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.7499999999999999, + "code_precision": 0.3333333333333333, + "code_recall": 0.2 + }, + { + "index": 229, + "gt_codes": [ + "31A(+73)", + "41E2(+0)", + "43C7851" + ], + "predicted_codes": [ + "31A2421", + "31D112:61B2(...)1", + "48C5142" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D112:61B2(...)1\", \"48C5142\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.3488151658767772, + "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)", + "61B2(OLIVIER, Jean)11" + ], + "generated_text": "{\"iconclass-codes\": [\"31D16\", \"41D221(HAT)\", \"61B2(OLIVIER, Jean)11\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.095, + "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": [ + "71A423" + ], + "generated_text": "{\"iconclass-codes\": [\"71A423\"]}", + "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": 234, + "gt_codes": [ + "61B(+2)", + "61B(+55)" + ], + "predicted_codes": [ + "31A231", + "31A2421", + "61B(+55)", + "61B:31A2212(+1)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31A2421\", \"61B(+55)\", \"61B:31A2212(+1)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.563734290843806, + "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": [ + "11D324", + "11G1911", + "48C7352", + "49L12(B)", + "49L171" + ], + "generated_text": "{\"iconclass-codes\": [\"11D324\", \"11G1911\", \"48C7352\", \"49L12(B)\", \"49L171\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.466950959488273, + "code_precision": 0.2, + "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": [ + "92C454" + ], + "generated_text": "{\"iconclass-codes\": [\"92C454\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.0, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 239, + "gt_codes": [ + "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": 0.9876621322366339, + "code_precision": 1.0, + "code_recall": 0.75 + }, + { + "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" + ], + "generated_text": "{\"iconclass-codes\": [\"25H\", \"34B11\", \"46C131\"]}", + "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", + "31A2422", + "61B(+54)", + "61B:31A2212(+1)", + "61B:31D14" + ], + "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A2422\", \"61B(+54)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.6021505376344085, + "code_precision": 1.0, + "code_recall": 0.38461538461538464 + }, + { + "index": 245, + "gt_codes": [ + "25F26(HARE)", + "43C113" + ], + "predicted_codes": [ + "25F26(HARE)", + "43C113", + "43C11481" + ], + "generated_text": "{\"iconclass-codes\": [\"25F26(HARE)\", \"43C113\", \"43C11481\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.9752348420153715, + "code_precision": 0.6666666666666666, + "code_recall": 1.0 + }, + { + "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" + ], + "generated_text": "{\"iconclass-codes\": [\"25H13\", \"25I\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.4376520811099253, + "code_precision": 0.5, + "code_recall": 0.125 + }, + { + "index": 248, + "gt_codes": [ + "11Q712" + ], + "predicted_codes": [ + "11Q712" + ], + "generated_text": "{\"iconclass-codes\": [\"11Q712\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 249, + "gt_codes": [ + "11H(JOHN)" + ], + "predicted_codes": [ + "11H(JOHN)" + ], + "generated_text": "{\"iconclass-codes\": [\"11H(JOHN)\"]}", + "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": 250, + "gt_codes": [ + "44B4211", + "45A20", + "45A232" + ], + "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": 0.34545454545454546, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 251, + "gt_codes": [ + "35", + "49M41" + ], + "predicted_codes": [ + "47I213" + ], + "generated_text": "{\"iconclass-codes\": [\"47I213\"]}", + "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": 252, + "gt_codes": [ + "31A2542", + "31A2549", + "34B11", + "41A2", + "41A33", + "41A414", + "48C7311", + "48C7312", + "48C7323", + "48C7332", + "48C7351", + "48C75" + ], + "predicted_codes": [ + "31A25", + "34B11", + "41A2", + "41A7612", + "41C12", + "48C7311", + "48C7312", + "48C7323", + "48C7351" + ], + "generated_text": "{\"iconclass-codes\": [\"31A25\", \"34B11\", \"41A2\", \"41A7612\", \"41C12\", \"48C7311\", \"48C7312\", \"48C7323\", \"48C7351\"]}", + "valid_json": true, + "valid_code_count": 9, + "total_predicted": 9, + "exact_match": false, + "hierarchical_f1": 0.8726271950766619, + "code_precision": 0.6666666666666666, + "code_recall": 0.5 + }, + { + "index": 253, + "gt_codes": [ + "25F23(LION)(+5212)", + "25F23(LION)(+547)", + "41B1", + "41B162", + "56DD1", + "86(MAGNIS VANA TERRENT)" + ], + "predicted_codes": [ + "25F23(LION)(+49)", + "25F26(MOUSE)(+49)", + "25H18", + "41B1", + "41B162", + "47I212(+91)", + "54A7(+4):51GG1(+4)", + "54E31(+4)", + "57AA612(+4)", + "86(MAGNIS VANA TERRET)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F23(LION)(+49)\", \"25F26(MOUSE)(+49)\", \"25H18\", \"41B1\", \"41B162\", \"47I212(+91)\", \"54A7(+4):51GG1(+4)\", \"54E31(+4)\", \"57AA612(+4)\", \"86(MAGNIS VANA TERRET)\"]}", + "valid_json": true, + "valid_code_count": 10, + "total_predicted": 10, + "exact_match": false, + "hierarchical_f1": 0.7076923076923077, + "code_precision": 0.2, + "code_recall": 0.3333333333333333 + }, + { + "index": 254, + "gt_codes": [ + "11F4" + ], + "predicted_codes": [ + "11F4" + ], + "generated_text": "{\"iconclass-codes\": [\"11F4\"]}", + "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": 255, + "gt_codes": [ + "31A22621:22C4(BLONDE)", + "31A235", + "31A2421", + "61B(+55)" + ], + "predicted_codes": [ + "31A235", + "31A2421", + "61B(+55)", + "61B:31A2212(+1)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A2421\", \"61B(+55)\", \"61B:31A2212(+1)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.9156343792633014, + "code_precision": 0.75, + "code_recall": 0.75 + }, + { + "index": 256, + "gt_codes": [ + "41C741", + "42B", + "43C7" + ], + "predicted_codes": [ + "42B76" + ], + "generated_text": "{\"iconclass-codes\": [\"42B76\"]}", + "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": [ + "31A2422", + "31D15:61BB", + "61B(+53)", + "61B:31A2212(+1)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 258, + "gt_codes": [ + "31A231", + "31A2422", + "31A25161", + "31A5339", + "41A2", + "41A711", + "41A721", + "41C37", + "49L511", + "49L62", + "49M32", + "61B(+54)", + "61B:31A2212(+1)", + "61B:31D14" + ], + "predicted_codes": [ + "31A231", + "31A2422", + "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": 0.6181369524984577, + "code_precision": 0.75, + "code_recall": 0.21428571428571427 + }, + { + "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", + "25H154", + "41A773" + ], + "generated_text": "{\"iconclass-codes\": [\"31D15\", \"25H154\", \"41A773\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.7099941961694718, + "code_precision": 0.6666666666666666, + "code_recall": 0.5 + }, + { + "index": 261, + "gt_codes": [ + "31A422", + "43C9", + "48C73411", + "48C7351", + "48C7524", + "48C7525" + ], + "predicted_codes": [ + "43C92" + ], + "generated_text": "{\"iconclass-codes\": [\"43C92\"]}", + "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": 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)", + "26A", + "51D4(+4):54E31(+4)", + "86(QUOD VIVAS, QUOD MORIAR)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F72(SNAIL)(+49)\", \"26A\", \"51D4(+4):54E31(+4)\", \"86(QUOD VIVAS, QUOD MORIAR)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.6425, + "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": [ + "25H11", + "46C131" + ], + "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C131\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.6996568538919993, + "code_precision": 1.0, + "code_recall": 0.2222222222222222 + }, + { + "index": 266, + "gt_codes": [ + "25G3(+211)", + "25H15", + "31A2225" + ], + "predicted_codes": [ + "25H15", + "46A17" + ], + "generated_text": "{\"iconclass-codes\": [\"25H15\", \"46A17\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.47916666666666663, + "code_precision": 0.5, + "code_recall": 0.3333333333333333 + }, + { + "index": 267, + "gt_codes": [ + "25I5" + ], + "predicted_codes": [ + "25I146" + ], + "generated_text": "{\"iconclass-codes\": [\"25I146\"]}", + "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": 268, + "gt_codes": [ + "11R5", + "11R71", + "25G4(+32)", + "31A211", + "31A216", + "31F11", + "86(EX MAXIMO MINIMUM)" + ], + "predicted_codes": [ + "31A21", + "31F11", + "49G21" + ], + "generated_text": "{\"iconclass-codes\": [\"31A21\", \"31F11\", \"49G21\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.47615912858157705, + "code_precision": 0.3333333333333333, + "code_recall": 0.14285714285714285 + }, + { + "index": 269, + "gt_codes": [ + "41A2", + "47I212" + ], + "predicted_codes": [ + "31A2542", + "31D112", + "41B21", + "41C74(+1)", + "46A14" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2542\", \"31D112\", \"41B21\", \"41C74(+1)\", \"46A14\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.228, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 270, + "gt_codes": [ + "25I", + "31A21", + "34E22", + "41A2", + "43B7" + ], + "predicted_codes": [ + "25F(+3)", + "41A711", + "41C323" + ], + "generated_text": "{\"iconclass-codes\": [\"25F(+3)\", \"41A711\", \"41C323\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.306158357771261, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 271, + "gt_codes": [ + "73C811" + ], + "predicted_codes": [ + "73C41" + ], + "generated_text": "{\"iconclass-codes\": [\"73C41\"]}", + "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": 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-OF-THE-VALLEY)", + "25G41(MARIGOLD)", + "25G41(ROSE)", + "25G41(TULIP)", + "25G411(HYACINTH)", + "41A671", + "41A774" + ], + "generated_text": "{\"iconclass-codes\": [\"25G41(ANEMONE)\", \"25G41(CARNATION)\", \"25G41(CONVOLVULUS)\", \"25G41(DAGSCONE)\", \"25G41(LILY-OF-THE-VALLEY)\", \"25G41(MARIGOLD)\", \"25G41(ROSE)\", \"25G41(TULIP)\", \"25G411(HYACINTH)\", \"41A671\", \"41A774\"]}", + "valid_json": true, + "valid_code_count": 11, + "total_predicted": 11, + "exact_match": false, + "hierarchical_f1": 0.9303530557584612, + "code_precision": 0.7272727272727273, + "code_recall": 0.5714285714285714 + }, + { + "index": 274, + "gt_codes": [ + "25I1", + "46C24", + "25H2322", + "26C3", + "25H2311" + ], + "predicted_codes": [ + "26C3", + "46C24" + ], + "generated_text": "{\"iconclass-codes\": [\"26C3\", \"46C24\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.6807387862796832, + "code_precision": 1.0, + "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": [ + "25F3(+342)", + "26A", + "31D14", + "31G1", + "41B121", + "44B191", + "47I15(SPADE)", + "86(POST LUCTUM BENEDICETUR)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F3(+342)\", \"26A\", \"31D14\", \"31G1\", \"41B121\", \"44B191\", \"47I15(SPADE)\", \"86(POST LUCTUM BENEDICETUR)\"]}", + "valid_json": true, + "valid_code_count": 8, + "total_predicted": 8, + "exact_match": false, + "hierarchical_f1": 0.2938867924528302, + "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", + "46C13142" + ], + "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C13142\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.46994915254237285, + "code_precision": 0.5, + "code_recall": 0.16666666666666666 + }, + { + "index": 280, + "gt_codes": [ + "25G411(FLAG)", + "41A671" + ], + "predicted_codes": [ + "25G41(FLAG)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G41(FLAG)\"]}", + "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": 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": [ + "25A3", + "48C1423" + ], + "generated_text": "{\"iconclass-codes\": [\"25A3\", \"48C1423\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.4942261904761905, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 284, + "gt_codes": [ + "31A233", + "31D12", + "34D111" + ], + "predicted_codes": [ + "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", + "61E(PREISCHEN)" + ], + "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46C513\", \"25H213\", \"25H114\", \"61E(PREISCHEN)\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.6994285714285714, + "code_precision": 0.4, + "code_recall": 0.4 + }, + { + "index": 286, + "gt_codes": [ + "25F24(DEER)", + "25H", + "25H155", + "43C1147" + ], + "predicted_codes": [ + "25F24(DEER)", + "34B11", + "43C111243" + ], + "generated_text": "{\"iconclass-codes\": [\"25F24(DEER)\", \"34B11\", \"43C111243\"]}", + "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": [ + "44C312", + "61B2(ORLANDO, Vittorio)(+4)", + "57AA91", + "44A5(+2)(ITALIA)" + ], + "generated_text": "{\"iconclass-codes\": [\"44C312\", \"61B2(ORLANDO, Vittorio)(+4)\", \"57AA91\", \"44A5(+2)(ITALIA)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.69, + "code_precision": 0.25, + "code_recall": 0.25 + }, + { + "index": 288, + "gt_codes": [ + "25F35(PEACOCK)", + "25F36(DUCK)", + "25F37(STORK)", + "25H21" + ], + "predicted_codes": [ + "25F3", + "48A9863" + ], + "generated_text": "{\"iconclass-codes\": [\"25F3\", \"48A9863\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.48363636363636375, + "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": [ + "25F32(CROW)(+451)", + "25F32(CROW)(+53)", + "25G3", + "25H114", + "25I3", + "26C", + "31A2711", + "31D14", + "41A16", + "41A31", + "41A54", + "41A542", + "41A59", + "41B162", + "41D263", + "46C11", + "46C1215", + "48C149", + "54E31(+4):51GG3(+4)", + "57AA6122" + ], + "generated_text": "{\"iconclass-codes\": [\"25F32(CROW)(+451)\", \"25F32(CROW)(+53)\", \"25G3\", \"25H114\", \"25I3\", \"26C\", \"31A2711\", \"31D14\", \"41A16\", \"41A31\", \"41A54\", \"41A542\", \"41A59\", \"41B162\", \"41D263\", \"46C11\", \"46C1215\", \"48C149\", \"54E31(+4):51GG3(+4)\", \"57AA6122\"]}", + "valid_json": true, + "valid_code_count": 20, + "total_predicted": 20, + "exact_match": false, + "hierarchical_f1": 0.683147408056548, + "code_precision": 0.2, + "code_recall": 0.21052631578947367 + }, + { + "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": [ + "11A23", + "11B3231", + "11D324(+0)", + "11G1911", + "11HH(ALL WOMEN SAINTS)", + "11Q7562", + "31AA2331", + "31AA2522", + "31AA2523", + "31AA2552(+65)", + "31AA2552(+67)", + "31AA2552(+68)", + "31AA2552(+69)", + "31AA2552(+691)", + "31AA2552(+692)", + "31AA2552(+693)", + "31AA2552(+694)", + "31AA2552(+695)", + "31AA2552(+696)" + ], + "generated_text": "{\"iconclass-codes\": [\"11A23\", \"11B3231\", \"11D324(+0)\", \"11G1911\", \"11HH(ALL WOMEN SAINTS)\", \"11Q7562\", \"31AA2331\", \"31AA2522\", \"31AA2523\", \"31AA2552(+65)\", \"31AA2552(+67)\", \"31AA2552(+68)\", \"31AA2552(+69)\", \"31AA2552(+691)\", \"31AA2552(+692)\", \"31AA2552(+693)\", \"31AA2552(+694)\", \"31AA2552(+695)\", \"31AA2552(+696)\"]}", + "valid_json": true, + "valid_code_count": 19, + "total_predicted": 19, + "exact_match": false, + "hierarchical_f1": 0.7098430585336923, + "code_precision": 0.05263157894736842, + "code_recall": 0.08333333333333333 + }, + { + "index": 294, + "gt_codes": [ + "11Q651", + "25H11", + "32B33", + "44B1" + ], + "predicted_codes": [ + "25H11", + "73" + ], + "generated_text": "{\"iconclass-codes\": [\"25H11\", \"73\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.3333333333333333, + "code_precision": 0.5, + "code_recall": 0.25 + }, + { + "index": 295, + "gt_codes": [ + "44D4", + "42D32", + "33C85", + "44G" + ], + "predicted_codes": [ + "46A17", + "52AA5" + ], + "generated_text": "{\"iconclass-codes\": [\"46A17\", \"52AA5\"]}", + "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": [ + "45B212", + "46C131" + ], + "generated_text": "{\"iconclass-codes\": [\"45B212\", \"46C131\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.2590909090909091, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "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(OBLUCTAT ANIMOS SCULUS TRAHIT INFLEXA ARCES, SI QUANDO RESILIENT EXCITA MEMBRA SONO: QUISQUIS TRUNCUM INERRAT, QUAMQUAM ES FERA IMPUDICUS OPIHAE, MUSICA, DUCINAM NUM NEGET ESSE VIANI)", + "41A12", + "33C23", + "57AA621", + "48CC7321", + "48CC7522", + "56F2" + ], + "generated_text": "{\"iconclass-codes\": [\"86(OBLUCTAT ANIMOS SCULUS TRAHIT INFLEXA ARCES, SI QUANDO RESILIENT EXCITA MEMBRA SONO: QUISQUIS TRUNCUM INERRAT, QUAMQUAM ES FERA IMPUDICUS OPIHAE, MUSICA, DUCINAM NUM NEGET ESSE VIANI)\", \"41A12\", \"33C23\", \"57AA621\", \"48CC7321\", \"48CC7522\", \"56F2\"]}", + "valid_json": true, + "valid_code_count": 7, + "total_predicted": 7, + "exact_match": false, + "hierarchical_f1": 0.385667707249393, + "code_precision": 0.14285714285714285, + "code_recall": 0.05263157894736842 + }, + { + "index": 298, + "gt_codes": [ + "43C7" + ], + "predicted_codes": [ + "43C7152" + ], + "generated_text": "{\"iconclass-codes\": [\"43C7152\"]}", + "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": 299, + "gt_codes": [ + "61B(+2)", + "61B(+52)" + ], + "predicted_codes": [ + "61B(+2)", + "61B(+54)" + ], + "generated_text": "{\"iconclass-codes\": [\"61B(+2)\", \"61B(+54)\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 1.0, + "code_precision": 0.5, + "code_recall": 0.5 + }, + { + "index": 300, + "gt_codes": [ + "73C8522" + ], + "predicted_codes": [ + "73C8645" + ], + "generated_text": "{\"iconclass-codes\": [\"73C8645\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.8000000000000002, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 301, + "gt_codes": [ + "92D1916", + "48C16", + "46A122", + "48C7322", + "45C221", + "48A9831", + "48A9832" + ], + "predicted_codes": [ + "92D1916", + "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": [ + "31A2422", + "31D15:61BB", + "61B(+53)", + "61B:31A2212(+1)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 303, + "gt_codes": [ + "25H", + "41A18", + "46C11", + "46C131", + "46C13141" + ], + "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": 0.6226744186046512, + "code_precision": 0.5, + "code_recall": 0.2 + }, + { + "index": 304, + "gt_codes": [ + "61D(AMAZONIA)", + "25I1" + ], + "predicted_codes": [ + "61E(ROME)", + "25I" + ], + "generated_text": "{\"iconclass-codes\": [\"61E(ROME)\", \"25I\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.485, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 305, + "gt_codes": [ + "11Q651", + "31A231", + "31A2421", + "31A25552", + "41A711", + "46A122", + "61B(+53)", + "61B:31A2212(+1)", + "61B:31D14" + ], + "predicted_codes": [ + "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": 0.7519500780031202, + "code_precision": 1.0, + "code_recall": 0.3333333333333333 + }, + { + "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": [ + "31A2421", + "31D15:61BB", + "61B(+55)", + "61B:31A2212(+1)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+55)\", \"61B:31A2212(+1)\"]}", + "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": 308, + "gt_codes": [ + "11D4116", + "49L12(N)", + "49L171" + ], + "predicted_codes": [ + "11H(PAUL)", + "45C13(SWORD)", + "49L12(N)", + "49L171" + ], + "generated_text": "{\"iconclass-codes\": [\"11H(PAUL)\", \"45C13(SWORD)\", \"49L12(N)\", \"49L171\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.7115179606025492, + "code_precision": 0.5, + "code_recall": 0.6666666666666666 + }, + { + "index": 309, + "gt_codes": [ + "25I", + "25I1", + "25I1461" + ], + "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": 0.5879120879120878, + "code_precision": 0.5, + "code_recall": 0.3333333333333333 + }, + { + "index": 310, + "gt_codes": [ + "25H114", + "26F", + "49E6", + "61B2(FALB, Rudolf)3" + ], + "predicted_codes": [ + "46A17", + "32B311(TEDESCHI)(+9)", + "57AA611" + ], + "generated_text": "{\"iconclass-codes\": [\"46A17\", \"32B311(TEDESCHI)(+9)\", \"57AA611\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.05428571428571429, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 311, + "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": 312, + "gt_codes": [ + "92B3" + ], + "predicted_codes": [ + "92B5" + ], + "generated_text": "{\"iconclass-codes\": [\"92B5\"]}", + "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": 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": [ + "25F23(LION)(+1)", + "44A1(+4)(AMSTERDAM)", + "46C19", + "48C244", + "49L73", + "49L8", + "61E(AMSTERDAM)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F23(LION)(+1)\", \"44A1(+4)(AMSTERDAM)\", \"46C19\", \"48C244\", \"49L73\", \"49L8\", \"61E(AMSTERDAM)\"]}", + "valid_json": true, + "valid_code_count": 7, + "total_predicted": 7, + "exact_match": false, + "hierarchical_f1": 0.5323232323232324, + "code_precision": 0.2857142857142857, + "code_recall": 0.1 + }, + { + "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", + "41A711", + "49M32" + ], + "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31D15:61BB\", \"41A711\", \"49M32\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.5247148288973383, + "code_precision": 0.5, + "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": [ + "31A2542", + "31A2549", + "31B6235", + "31D12", + "31D13", + "33A35", + "34B11", + "41A771:25D13(TIN)", + "41C74(+1)", + "41C741", + "41D221(HAT)", + "48C7351", + "48C75" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2542\", \"31A2549\", \"31B6235\", \"31D12\", \"31D13\", \"33A35\", \"34B11\", \"41A771:25D13(TIN)\", \"41C74(+1)\", \"41C741\", \"41D221(HAT)\", \"48C7351\", \"48C75\"]}", + "valid_json": true, + "valid_code_count": 13, + "total_predicted": 13, + "exact_match": false, + "hierarchical_f1": 0.8044248382614412, + "code_precision": 0.38461538461538464, + "code_recall": 0.3125 + }, + { + "index": 318, + "gt_codes": [ + "41A251", + "49L6", + "49L62" + ], + "predicted_codes": [ + "49L51" + ], + "generated_text": "{\"iconclass-codes\": [\"49L51\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.5164556962025316, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 319, + "gt_codes": [ + "25G21(POMEGRANATE)" + ], + "predicted_codes": [ + "25G4(GANANTOPFEL)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G4(GANANTOPFEL)\"]}", + "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", + "25I241" + ], + "generated_text": "{\"iconclass-codes\": [\"11Q712\", \"25I241\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.6301369863013698, + "code_precision": 1.0, + "code_recall": 0.3333333333333333 + }, + { + "index": 321, + "gt_codes": [ + "41D221" + ], + "predicted_codes": [ + "31D17" + ], + "generated_text": "{\"iconclass-codes\": [\"31D17\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.0, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 322, + "gt_codes": [ + "31D14", + "44C312", + "11K", + "49L641", + "49L11", + "49L66", + "49L511" + ], + "predicted_codes": [ + "31D14", + "25F26(HARE)", + "49L51", + "48C7323", + "49MM32", + "41A421", + "49L64" + ], + "generated_text": "{\"iconclass-codes\": [\"31D14\", \"25F26(HARE)\", \"49L51\", \"48C7323\", \"49MM32\", \"41A421\", \"49L64\"]}", + "valid_json": true, + "valid_code_count": 7, + "total_predicted": 7, + "exact_match": false, + "hierarchical_f1": 0.5518565941101153, + "code_precision": 0.14285714285714285, + "code_recall": 0.14285714285714285 + }, + { + "index": 323, + "gt_codes": [ + "73D36" + ], + "predicted_codes": [ + "73C864" + ], + "generated_text": "{\"iconclass-codes\": [\"73C864\"]}", + "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": [ + "25G21", + "92L41" + ], + "generated_text": "{\"iconclass-codes\": [\"25G21\", \"92L41\"]}", + "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": 326, + "gt_codes": [ + "11K(SATAN)" + ], + "predicted_codes": [ + "13B42" + ], + "generated_text": "{\"iconclass-codes\": [\"13B42\"]}", + "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": 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": [ + "42E22" + ], + "generated_text": "{\"iconclass-codes\": [\"42E22\"]}", + "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": 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": [ + "25F6", + "31A2364", + "31AA27112(+89)", + "31D14", + "31D15", + "41C341", + "41C621", + "41C69", + "41C7110", + "46C24", + "46C2711(PILOT)", + "46C2711(SAILOR)", + "46C2711(STEERSMAN)", + "46C2711(WHEELSMAN)", + "46C2711(YACHTSMAN)", + "46C2712", + "46C2713", + "46C2714", + "46C2715(ANCHOR)", + "46C2715(BOW)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F6\", \"31A2364\", \"31AA27112(+89)\", \"31D14\", \"31D15\", \"41C341\", \"41C621\", \"41C69\", \"41C7110\", \"46C24\", \"46C2711(PILOT)\", \"46C2711(SAILOR)\", \"46C2711(STEERSMAN)\", \"46C2711(WHEELSMAN)\", \"46C2711(YACHTSMAN)\", \"46C2712\", \"46C2713\", \"46C2714\", \"46C2715(ANCHOR)\", \"46C2715(BOW)\"]}", + "valid_json": true, + "valid_code_count": 20, + "total_predicted": 20, + "exact_match": false, + "hierarchical_f1": 0.4437112488928255, + "code_precision": 0.05, + "code_recall": 0.16666666666666666 + }, + { + "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)", + "49B442", + "31D14(+53)", + "46A122", + "49C3", + "49L71", + "49M32" + ], + "generated_text": "{\"iconclass-codes\": [\"86(DEO, PARENTIBUS ET MAGISTRIS)\", \"25I1\", \"61E(LEIPZIG)\", \"49B442\", \"31D14(+53)\", \"46A122\", \"49C3\", \"49L71\", \"49M32\"]}", + "valid_json": true, + "valid_code_count": 9, + "total_predicted": 9, + "exact_match": false, + "hierarchical_f1": 0.5077533512064343, + "code_precision": 0.3333333333333333, + "code_recall": 0.25 + }, + { + "index": 334, + "gt_codes": [ + "41A12", + "61E(VEGHEL)", + "61F(FRISSELSTEIN)", + "61F(FRISSENSTEIN)" + ], + "predicted_codes": [ + "41A12", + "61E(UTRECHT)", + "61F(HUIS TERVELD)" + ], + "generated_text": "{\"iconclass-codes\": [\"41A12\", \"61E(UTRECHT)\", \"61F(HUIS TERVELD)\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 1.0, + "code_precision": 0.3333333333333333, + "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)", + "41D2653", + "47G6(FLAIL)", + "86(DIE SCHLAG-REDE)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F3(+342)\", \"41D2653\", \"47G6(FLAIL)\", \"86(DIE SCHLAG-REDE)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.3101195219123506, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 337, + "gt_codes": [ + "31A2422", + "61B(+52)", + "61B:31A2212(+1)", + "61B:31D14" + ], + "predicted_codes": [ + "31A2422", + "61B(+52)", + "61B:31A2212(+1)", + "61B:31D14" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 338, + "gt_codes": [ + "31A2421", + "31D15:61BB", + "61B(+52)" + ], + "predicted_codes": [ + "31A2421", + "31D15:61BB", + "61B(+52)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+52)\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 339, + "gt_codes": [ + "31A2421", + "61B(+53)", + "61B:31A2212(+1)", + "61B:31D14" + ], + "predicted_codes": [ + "31A2422", + "61B(+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": 0.9875, + "code_precision": 0.75, + "code_recall": 0.75 + }, + { + "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": [ + "73B821" + ], + "generated_text": "{\"iconclass-codes\": [\"73B821\"]}", + "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", + "57AA621" + ], + "generated_text": "{\"iconclass-codes\": [\"46C131\", \"57AA621\"]}", + "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", + "48CC7351" + ], + "generated_text": "{\"iconclass-codes\": [\"92L1\", \"47I2133\", \"48C75\", \"48CC7351\"]}", + "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:31A2212(+1)", + "61B:31D14" + ], + "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A2422\", \"61B(+54)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.8080959520239881, + "code_precision": 0.8, + "code_recall": 0.5 + }, + { + "index": 349, + "gt_codes": [ + "25G3(+33)", + "25H17", + "25H213", + "41A17", + "46AA14", + "46C11", + "47I2111", + "49G361" + ], + "predicted_codes": [ + "25H", + "41A17", + "46C13141(+75247)", + "47I21" + ], + "generated_text": "{\"iconclass-codes\": [\"25H\", \"41A17\", \"46C13141(+75247)\", \"47I21\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.6765428893905192, + "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": [ + "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": 0.5771453979546465, + "code_precision": 0.6666666666666666, + "code_recall": 0.125 + }, + { + "index": 352, + "gt_codes": [ + "46C21" + ], + "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": 0.5066666666666666, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 353, + "gt_codes": [ + "31A235", + "31A25(+933)", + "31A2541", + "31A2549", + "33C23" + ], + "predicted_codes": [ + "31A254", + "31A2549" + ], + "generated_text": "{\"iconclass-codes\": [\"31A254\", \"31A2549\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.8443195439263266, + "code_precision": 0.5, + "code_recall": 0.2 + }, + { + "index": 354, + "gt_codes": [ + "25I1", + "55B1", + "41D267", + "73C8641" + ], + "predicted_codes": [ + "73B641" + ], + "generated_text": "{\"iconclass-codes\": [\"73B641\"]}", + "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(THISTLE)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G4(THISTLE)\"]}", + "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": [ + "11G", + "31A2542", + "31D12", + "41C74(+1)", + "48B3", + "61B(+55)" + ], + "generated_text": "{\"iconclass-codes\": [\"11G\", \"31A2542\", \"31D12\", \"41C74(+1)\", \"48B3\", \"61B(+55)\"]}", + "valid_json": true, + "valid_code_count": 6, + "total_predicted": 6, + "exact_match": false, + "hierarchical_f1": 0.5422119815668204, + "code_precision": 0.16666666666666666, + "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": [ + "25F39(DOVE)", + "41A7751", + "48C7311", + "48C7323", + "48C7351", + "48C7525", + "48C7562", + "48C75621", + "48C75622", + "48C75623", + "48C75624", + "48C75625", + "48C75626", + "48C75627", + "48C75628", + "48C75629", + "48C7563", + "48C75630", + "48C75631" + ], + "generated_text": "{\"iconclass-codes\": [\"25F39(DOVE)\", \"41A7751\", \"48C7311\", \"48C7323\", \"48C7351\", \"48C7525\", \"48C7562\", \"48C75621\", \"48C75622\", \"48C75623\", \"48C75624\", \"48C75625\", \"48C75626\", \"48C75627\", \"48C75628\", \"48C75629\", \"48C7563\", \"48C75630\", \"48C75631\"]}", + "valid_json": true, + "valid_code_count": 19, + "total_predicted": 19, + "exact_match": false, + "hierarchical_f1": 0.5468003056463282, + "code_precision": 0.05263157894736842, + "code_recall": 0.07692307692307693 + }, + { + "index": 360, + "gt_codes": [ + "41D1", + "41D25(+82)" + ], + "predicted_codes": [ + "42B74", + "31D15(+9321)", + "41A23" + ], + "generated_text": "{\"iconclass-codes\": [\"42B74\", \"31D15(+9321)\", \"41A23\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.26440677966101694, + "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": [ + "25H15", + "46C11" + ], + "generated_text": "{\"iconclass-codes\": [\"25H15\", \"46C11\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.6178343949044586, + "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": [ + "41A6" + ], + "generated_text": "{\"iconclass-codes\": [\"41A6\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.5066666666666666, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 365, + "gt_codes": [ + "31D112:61B2(...)1", + "34B11", + "41C621", + "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": 0.4894484412470024, + "code_precision": 0.3333333333333333, + "code_recall": 0.25 + }, + { + "index": 366, + "gt_codes": [ + "23D43", + "25G3(+33)", + "25H", + "25H17", + "25I" + ], + "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": 0.503968253968254, + "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)", + "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": 0.9431968295904887, + "code_precision": 1.0, + "code_recall": 0.75 + }, + { + "index": 368, + "gt_codes": [ + "48C1412" + ], + "predicted_codes": [ + "41A2" + ], + "generated_text": "{\"iconclass-codes\": [\"41A2\"]}", + "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": 369, + "gt_codes": [ + "45K" + ], + "predicted_codes": [ + "45K" + ], + "generated_text": "{\"iconclass-codes\": [\"45K\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 370, + "gt_codes": [ + "25F2('TRAMET')" + ], + "predicted_codes": [ + "25F2('TYPHON')" + ], + "generated_text": "{\"iconclass-codes\": [\"25F2('TYPHON')\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 1.0, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 371, + "gt_codes": [ + "71F2152", + "71F2143" + ], + "predicted_codes": [ + "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": [ + "11Q511", + "49M32" + ], + "generated_text": "{\"iconclass-codes\": [\"11Q511\", \"49M32\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.585, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "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)", + "46C131", + "94L8" + ], + "generated_text": "{\"iconclass-codes\": [\"25F23(LION)\", \"46C131\", \"94L8\"]}", + "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": 375, + "gt_codes": [ + "31F2", + "43A4313", + "45(+221)", + "45F5" + ], + "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": 0.2590909090909091, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 376, + "gt_codes": [ + "45B", + "45C16(CANNON)", + "46C131", + "46A7", + "44F1", + "41A141", + "32B311(FRENCH)" + ], + "predicted_codes": [ + "45B", + "25I144", + "46C13141", + "45D311", + "47G" + ], + "generated_text": "{\"iconclass-codes\": [\"45B\", \"25I144\", \"46C13141\", \"45D311\", \"47G\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.4643278952205882, + "code_precision": 0.2, + "code_recall": 0.14285714285714285 + }, + { + "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)", + "47I4223" + ], + "generated_text": "{\"iconclass-codes\": [\"25G21(CHERRY)\", \"25G21(PEACH)\", \"41C37\", \"41C653\", \"41C653(PEACH)\", \"47I4223\"]}", + "valid_json": true, + "valid_code_count": 6, + "total_predicted": 6, + "exact_match": false, + "hierarchical_f1": 0.9913544668587896, + "code_precision": 1.0, + "code_recall": 0.42857142857142855 + }, + { + "index": 379, + "gt_codes": [ + "11D", + "11D31", + "31A24(+1)", + "31A533(SPLIT BEARD)", + "31A534", + "61B(+51)", + "61B:31A2212(+1)" + ], + "predicted_codes": [ + "11D", + "31A24(+1)", + "61B:31D14" + ], + "generated_text": "{\"iconclass-codes\": [\"11D\", \"31A24(+1)\", \"61B:31D14\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.8388237139272269, + "code_precision": 0.6666666666666666, + "code_recall": 0.2857142857142857 + }, + { + "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)", + "54E31(+4)", + "86(ANTE OCCASUM LAUREA)" + ], + "generated_text": "{\"iconclass-codes\": [\"24A1\", \"25G3(LAUREL)(+27)\", \"45C13(SWORD)\", \"54E31(+4)\", \"86(ANTE OCCASUM LAUREA)\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.6279236812570146, + "code_precision": 0.4, + "code_recall": 0.2857142857142857 + }, + { + "index": 382, + "gt_codes": [ + "49L12(D)", + "49L171", + "73C1333" + ], + "predicted_codes": [ + "11H(JOHN THE BAPTIST)4", + "31E23621(+0)", + "45C13(SWORD)", + "49L12(D)", + "49L171" + ], + "generated_text": "{\"iconclass-codes\": [\"11H(JOHN THE BAPTIST)4\", \"31E23621(+0)\", \"45C13(SWORD)\", \"49L12(D)\", \"49L171\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.5301204819277109, + "code_precision": 0.4, + "code_recall": 0.6666666666666666 + }, + { + "index": 383, + "gt_codes": [ + "44C312", + "45I7", + "61B2(RADETZKY, Johann)(+4)", + "61K(QUADRILATERO)", + "61I(BATTAGLIA DI GOITO)" + ], + "predicted_codes": [ + "44C312", + "61B2(LOUBET, \u00c9mile)(+4)", + "61I(ELEZIONE PRESIDENZIALE)" + ], + "generated_text": "{\"iconclass-codes\": [\"44C312\", \"61B2(LOUBET, \\u00c9mile)(+4)\", \"61I(ELEZIONE PRESIDENZIALE)\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.8358556461001164, + "code_precision": 0.3333333333333333, + "code_recall": 0.2 + }, + { + "index": 384, + "gt_codes": [ + "31E23121" + ], + "predicted_codes": [ + "11H(CHRISTOPHER)6" + ], + "generated_text": "{\"iconclass-codes\": [\"11H(CHRISTOPHER)6\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.0, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 385, + "gt_codes": [ + "49L12(D)", + "49L171", + "73B4" + ], + "predicted_codes": [ + "49L12(D)", + "49L171", + "73A352" + ], + "generated_text": "{\"iconclass-codes\": [\"49L12(D)\", \"49L171\", \"73A352\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.7933333333333333, + "code_precision": 0.6666666666666666, + "code_recall": 0.6666666666666666 + }, + { + "index": 386, + "gt_codes": [ + "25F35(PARROT)", + "25F36(SWAN)", + "25I145", + "31A5331", + "31D112", + "31D14", + "31D15", + "34B11", + "41A1", + "41A422", + "41A646", + "42G:61B2(...)13", + "47I213", + "61B(+55)", + "92D1916" + ], + "predicted_codes": [ + "25F35(PARROT)", + "41A6", + "41D221(BERET)(+44)", + "42G:61B2(...)13", + "46C14" + ], + "generated_text": "{\"iconclass-codes\": [\"25F35(PARROT)\", \"41A6\", \"41D221(BERET)(+44)\", \"42G:61B2(...)13\", \"46C14\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.46324218750000007, + "code_precision": 0.4, + "code_recall": 0.13333333333333333 + }, + { + "index": 387, + "gt_codes": [ + "11I61", + "98B" + ], + "predicted_codes": [ + "11P3142", + "61B2" + ], + "generated_text": "{\"iconclass-codes\": [\"11P3142\", \"61B2\"]}", + "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": 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": [ + "25F711(BUTTERFLY)", + "41A671", + "41A773" + ], + "generated_text": "{\"iconclass-codes\": [\"25F711(BUTTERFLY)\", \"41A671\", \"41A773\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.6853931713366663, + "code_precision": 0.6666666666666666, + "code_recall": 0.13333333333333333 + }, + { + "index": 390, + "gt_codes": [ + "11P4433", + "44G311" + ], + "predicted_codes": [ + "46A15", + "48C7352" + ], + "generated_text": "{\"iconclass-codes\": [\"46A15\", \"48C7352\"]}", + "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": 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)(+49)", + "25H18", + "57AA6122(+0)", + "86(SEHR SCHLIMM, DOCH OHNE DER MENGE)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F23(WOLF)(+49)\", \"25H18\", \"57AA6122(+0)\", \"86(SEHR SCHLIMM, DOCH OHNE DER MENGE)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.7827685290763969, + "code_precision": 0.25, + "code_recall": 0.14285714285714285 + }, + { + "index": 392, + "gt_codes": [ + "25I241", + "48C7354" + ], + "predicted_codes": [ + "25I2", + "31A2743", + "31B6235", + "33A35", + "41C12", + "41C74(+1)", + "43C9" + ], + "generated_text": "{\"iconclass-codes\": [\"25I2\", \"31A2743\", \"31B6235\", \"33A35\", \"41C12\", \"41C74(+1)\", \"43C9\"]}", + "valid_json": true, + "valid_code_count": 7, + "total_predicted": 7, + "exact_match": false, + "hierarchical_f1": 0.2714285714285714, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 393, + "gt_codes": [ + "11H", + "73", + "73D415" + ], + "predicted_codes": [ + "11D", + "73" + ], + "generated_text": "{\"iconclass-codes\": [\"11D\", \"73\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.6422680412371133, + "code_precision": 0.5, + "code_recall": 0.3333333333333333 + }, + { + "index": 394, + "gt_codes": [ + "11M42", + "46C131" + ], + "predicted_codes": [ + "23O41" + ], + "generated_text": "{\"iconclass-codes\": [\"23O41\"]}", + "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": 395, + "gt_codes": [ + "61B(+2)", + "61B(+52)" + ], + "predicted_codes": [ + "61B(+2)", + "61B(+52)" + ], + "generated_text": "{\"iconclass-codes\": [\"61B(+2)\", \"61B(+52)\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 396, + "gt_codes": [ + "25A4", + "45K13" + ], + "predicted_codes": [ + "25A4", + "45K13" + ], + "generated_text": "{\"iconclass-codes\": [\"25A4\", \"45K13\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 397, + "gt_codes": [ + "31A2211", + "31A24(+1)", + "61B:31A2212(+1)", + "61B:31D14" + ], + "predicted_codes": [ + "31A24(+1)", + "61B: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", + "53CC2", + "44C312", + "44B03" + ], + "generated_text": "{\"iconclass-codes\": [\"46A17\", \"53CC2\", \"44C312\", \"44B03\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.32409872849663424, + "code_precision": 0.25, + "code_recall": 0.2 + }, + { + "index": 399, + "gt_codes": [ + "94A41", + "46C22" + ], + "predicted_codes": [ + "71H849" + ], + "generated_text": "{\"iconclass-codes\": [\"71H849\"]}", + "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": 400, + "gt_codes": [ + "71A611" + ], + "predicted_codes": [ + "71A423" + ], + "generated_text": "{\"iconclass-codes\": [\"71A423\"]}", + "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": 401, + "gt_codes": [ + "31A235", + "41A2", + "48B3:61B", + "48C524", + "61B(+54)", + "61B:31D14" + ], + "predicted_codes": [ + "31A235", + "31A2421", + "61B(+54)", + "61B:31A2212(+1)", + "61B:31D14" + ], + "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A2421\", \"61B(+54)\", \"61B:31A2212(+1)\", \"61B:31D14\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.6509598603839442, + "code_precision": 0.6, + "code_recall": 0.5 + }, + { + "index": 402, + "gt_codes": [ + "92D1916", + "45C15(BOW AND ARROW)", + "41B32", + "48A9831" + ], + "predicted_codes": [ + "92D1916", + "48C7352", + "48A9831" + ], + "generated_text": "{\"iconclass-codes\": [\"92D1916\", \"48C7352\", \"48A9831\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.682437275985663, + "code_precision": 0.6666666666666666, + "code_recall": 0.5 + }, + { + "index": 403, + "gt_codes": [ + "32B311(DUTCH)(+3)", + "41D21(+82)", + "41D262" + ], + "predicted_codes": [ + "41D21(+82)" + ], + "generated_text": "{\"iconclass-codes\": [\"41D21(+82)\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.7394957983193278, + "code_precision": 1.0, + "code_recall": 0.3333333333333333 + }, + { + "index": 404, + "gt_codes": [ + "25F23(LION)", + "25H", + "31D14", + "34B11", + "43C114", + "46C13141" + ], + "predicted_codes": [ + "25F23(LION)", + "46C131", + "98" + ], + "generated_text": "{\"iconclass-codes\": [\"25F23(LION)\", \"46C131\", \"98\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.5007773359840955, + "code_precision": 0.3333333333333333, + "code_recall": 0.16666666666666666 + }, + { + "index": 405, + "gt_codes": [ + "92B423" + ], + "predicted_codes": [ + "92D1", + "48C5156", + "33C23" + ], + "generated_text": "{\"iconclass-codes\": [\"92D1\", \"48C5156\", \"33C23\"]}", + "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": 406, + "gt_codes": [ + "48A9833" + ], + "predicted_codes": [ + "71E3243" + ], + "generated_text": "{\"iconclass-codes\": [\"71E3243\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.0, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 407, + "gt_codes": [ + "73", + "73C523" + ], + "predicted_codes": [ + "73", + "73D415" + ], + "generated_text": "{\"iconclass-codes\": [\"73\", \"73D415\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.7, + "code_precision": 0.5, + "code_recall": 0.5 + }, + { + "index": 408, + "gt_codes": [ + "25F72(MUREX)(+36)", + "83(OVID, Metamorphoses I:313-347)", + "91E72", + "92H171", + "92H18(TRIDENT)", + "92H391" + ], + "predicted_codes": [ + "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": 0.2857142857142857, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 409, + "gt_codes": [ + "46C24", + "25H13", + "41B16", + "25G3(PALM-TREE)", + "24D", + "24A6", + "71A341" + ], + "predicted_codes": [ + "24A6", + "11D325" + ], + "generated_text": "{\"iconclass-codes\": [\"24A6\", \"11D325\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.3358633776091081, + "code_precision": 0.5, + "code_recall": 0.14285714285714285 + }, + { + "index": 410, + "gt_codes": [ + "11H(JUDE THADDAEUS)" + ], + "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": 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": [ + "11F42", + "73B8" + ], + "generated_text": "{\"iconclass-codes\": [\"11F42\", \"73B8\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.5364705882352943, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 413, + "gt_codes": [ + "25G41(VIOLET)" + ], + "predicted_codes": [ + "25G41(Schwertlilie)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G41(Schwertlilie)\"]}", + "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": 414, + "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": 415, + "gt_codes": [ + "11T", + "11K" + ], + "predicted_codes": [ + "11T", + "31G" + ], + "generated_text": "{\"iconclass-codes\": [\"11T\", \"31G\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.5833333333333334, + "code_precision": 0.5, + "code_recall": 0.5 + }, + { + "index": 416, + "gt_codes": [ + "31A231", + "31A2422", + "41A7751", + "41D211", + "41D221(HOOD)", + "41D2321", + "41D2661", + "41D2662", + "42A45", + "61B(+55)", + "61B:31A2212(+1)" + ], + "predicted_codes": [ + "31A231", + "31D112:61B2(...)1", + "41A711", + "41C342", + "41D2659(SASH)", + "48C1623" + ], + "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31D112:61B2(...)1\", \"41A711\", \"41C342\", \"41D2659(SASH)\", \"48C1623\"]}", + "valid_json": true, + "valid_code_count": 6, + "total_predicted": 6, + "exact_match": false, + "hierarchical_f1": 0.6137052579609973, + "code_precision": 0.16666666666666666, + "code_recall": 0.09090909090909091 + }, + { + "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": [ + "25G41(LILY)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G41(LILY)\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.5066666666666666, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 419, + "gt_codes": [ + "31A25373", + "31D120", + "41A773", + "44B193", + "48C7322", + "49M32", + "49M43", + "49N", + "92L41" + ], + "predicted_codes": [ + "11G", + "25F3(+342)", + "31A27631", + "31AA27631", + "48C7322", + "49M43" + ], + "generated_text": "{\"iconclass-codes\": [\"11G\", \"25F3(+342)\", \"31A27631\", \"31AA27631\", \"48C7322\", \"49M43\"]}", + "valid_json": true, + "valid_code_count": 6, + "total_predicted": 6, + "exact_match": false, + "hierarchical_f1": 0.5315198888309883, + "code_precision": 0.3333333333333333, + "code_recall": 0.2222222222222222 + }, + { + "index": 420, + "gt_codes": [ + "31E23621", + "71H814", + "71H815(+0)" + ], + "predicted_codes": [ + "71C234", + "71C2341" + ], + "generated_text": "{\"iconclass-codes\": [\"71C234\", \"71C2341\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.31675126903553297, + "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", + "46B21", + "49G81" + ], + "generated_text": "{\"iconclass-codes\": [\"31D14\", \"31D15\", \"46B21\", \"49G81\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.4458699472759227, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 423, + "gt_codes": [ + "31A235", + "31D14", + "41C74(+1)", + "41C741" + ], + "predicted_codes": [ + "41C74(+1)", + "46A14" + ], + "generated_text": "{\"iconclass-codes\": [\"41C74(+1)\", \"46A14\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.5231492361927145, + "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": [ + "25G3", + "25H114", + "31A2352", + "31A2516(+933)", + "31D14", + "41D271", + "44B1212", + "44B192", + "45C14(LANCE)", + "86(DIE WEISHEIT)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H114\", \"31A2352\", \"31A2516(+933)\", \"31D14\", \"41D271\", \"44B1212\", \"44B192\", \"45C14(LANCE)\", \"86(DIE WEISHEIT)\"]}", + "valid_json": true, + "valid_code_count": 10, + "total_predicted": 10, + "exact_match": false, + "hierarchical_f1": 0.30724925521350543, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 426, + "gt_codes": [ + "73", + "73B57" + ], + "predicted_codes": [ + "73", + "73B57" + ], + "generated_text": "{\"iconclass-codes\": [\"73\", \"73B57\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 427, + "gt_codes": [ + "47I2112", + "47I213", + "47I214", + "47I221", + "73", + "73B14" + ], + "predicted_codes": [ + "11G", + "47I2112", + "47I213", + "47I221" + ], + "generated_text": "{\"iconclass-codes\": [\"11G\", \"47I2112\", \"47I213\", \"47I221\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.6964285714285715, + "code_precision": 0.75, + "code_recall": 0.5 + }, + { + "index": 428, + "gt_codes": [ + "11F23" + ], + "predicted_codes": [ + "11F23" + ], + "generated_text": "{\"iconclass-codes\": [\"11F23\"]}", + "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": 429, + "gt_codes": [ + "44BB114(SULTAN'S WIFE)", + "61BB2(HURREM SULTAN)1(+522)", + "61BB2(ROXOLANA)1(+522)", + "86(ROXOLANA SIVE ROSA SOLYMMANI UXOR)" + ], + "predicted_codes": [ + "41D2653", + "44B191", + "48A9876" + ], + "generated_text": "{\"iconclass-codes\": [\"41D2653\", \"44B191\", \"48A9876\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.19781753130590338, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 430, + "gt_codes": [ + "25H11", + "25H213", + "25I", + "46C112" + ], + "predicted_codes": [ + "25H11", + "34B11", + "46C112:47G52" + ], + "generated_text": "{\"iconclass-codes\": [\"25H11\", \"34B11\", \"46C112:47G52\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.6713321478274316, + "code_precision": 0.3333333333333333, + "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": [ + "49M3" + ], + "generated_text": "{\"iconclass-codes\": [\"49M3\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.12453825857519792, + "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", + "46C131" + ], + "generated_text": "{\"iconclass-codes\": [\"25H\", \"46C131\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.5129279999999999, + "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": [ + "23R14", + "25F35(PEACOCK)", + "25G3(+21)", + "25H17", + "26A", + "31AA2741", + "31D14", + "41B31(+1)", + "41B313", + "49E121", + "86(DIE LIEBE)" + ], + "generated_text": "{\"iconclass-codes\": [\"23R14\", \"25F35(PEACOCK)\", \"25G3(+21)\", \"25H17\", \"26A\", \"31AA2741\", \"31D14\", \"41B31(+1)\", \"41B313\", \"49E121\", \"86(DIE LIEBE)\"]}", + "valid_json": true, + "valid_code_count": 11, + "total_predicted": 11, + "exact_match": false, + "hierarchical_f1": 0.639209170072863, + "code_precision": 0.18181818181818182, + "code_recall": 0.16666666666666666 + }, + { + "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": [ + "49G35" + ], + "generated_text": "{\"iconclass-codes\": [\"49G35\"]}", + "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": 439, + "gt_codes": [ + "31A2422", + "31D15:61BB", + "61B(+53)" + ], + "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": 0.9516666666666667, + "code_precision": 0.3333333333333333, + "code_recall": 0.3333333333333333 + }, + { + "index": 440, + "gt_codes": [ + "31A235", + "31A2421", + "31D15:61BB", + "61B(+53)", + "61B:31A2212(+1)" + ], + "predicted_codes": [ + "31A2421", + "31D15:61BB", + "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(+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": 0.7931034482758621, + "code_precision": 1.0, + "code_recall": 0.5714285714285714 + }, + { + "index": 443, + "gt_codes": [ + "48C811", + "48C85" + ], + "predicted_codes": [ + "41A2", + "48C514" + ], + "generated_text": "{\"iconclass-codes\": [\"41A2\", \"48C514\"]}", + "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": [ + "48C511", + "48C5111" + ], + "generated_text": "{\"iconclass-codes\": [\"48C511\", \"48C5111\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.195, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 445, + "gt_codes": [ + "92C1" + ], + "predicted_codes": [ + "92C454" + ], + "generated_text": "{\"iconclass-codes\": [\"92C454\"]}", + "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": 446, + "gt_codes": [ + "11L53", + "41A251", + "49L5", + "49L62", + "49MM32" + ], + "predicted_codes": [ + "11Q511" + ], + "generated_text": "{\"iconclass-codes\": [\"11Q511\"]}", + "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": 447, + "gt_codes": [ + "11(+5):61B", + "25H" + ], + "predicted_codes": [ + "11(+5):61B", + "25H114", + "31A233", + "73" + ], + "generated_text": "{\"iconclass-codes\": [\"11(+5):61B\", \"25H114\", \"31A233\", \"73\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.5233333333333333, + "code_precision": 0.25, + "code_recall": 0.5 + }, + { + "index": 448, + "gt_codes": [ + "11I2", + "59C2", + "92C1" + ], + "predicted_codes": [ + "45A20", + "92C2" + ], + "generated_text": "{\"iconclass-codes\": [\"45A20\", \"92C2\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.23999999999999996, + "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", + "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": 0.6666666666666666, + "code_precision": 1.0, + "code_recall": 0.5 + }, + { + "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" + ], + "generated_text": "{\"iconclass-codes\": [\"31D14\", \"31D15\", \"71\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.5525179856115107, + "code_precision": 0.3333333333333333, + "code_recall": 0.2 + }, + { + "index": 454, + "gt_codes": [ + "45B", + "45C19(SHIELD)", + "25G41", + "44A31", + "46C131" + ], + "predicted_codes": [ + "45B", + "46C131", + "48A9875" + ], + "generated_text": "{\"iconclass-codes\": [\"45B\", \"46C131\", \"48A9875\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.6032475884244373, + "code_precision": 0.6666666666666666, + "code_recall": 0.4 + }, + { + "index": 455, + "gt_codes": [ + "25G3", + "31A235", + "46A7" + ], + "predicted_codes": [ + "25G3", + "46A7" + ], + "generated_text": "{\"iconclass-codes\": [\"25G3\", \"46A7\"]}", + "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": 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(+21)", + "25H114", + "31A27481", + "46C19", + "47D8(CHAIN)", + "47I15(SCYTHE)", + "54E31(+4)", + "56F2(+4)", + "86(DRACHMAN INSUENIT)", + "92D156" + ], + "generated_text": "{\"iconclass-codes\": [\"25G3(+21)\", \"25H114\", \"31A27481\", \"46C19\", \"47D8(CHAIN)\", \"47I15(SCYTHE)\", \"54E31(+4)\", \"56F2(+4)\", \"86(DRACHMAN INSUENIT)\", \"92D156\"]}", + "valid_json": true, + "valid_code_count": 10, + "total_predicted": 10, + "exact_match": false, + "hierarchical_f1": 0.18181818181818182, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 460, + "gt_codes": [ + "25H213", + "25I12", + "46C21" + ], + "predicted_codes": [ + "25H13", + "46C2" + ], + "generated_text": "{\"iconclass-codes\": [\"25H13\", \"46C2\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.6176912751677852, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 461, + "gt_codes": [ + "48C8421" + ], + "predicted_codes": [ + "48C8521" + ], + "generated_text": "{\"iconclass-codes\": [\"48C8521\"]}", + "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": 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": [ + "45C13(SWORD)", + "46A122" + ], + "generated_text": "{\"iconclass-codes\": [\"45C13(SWORD)\", \"46A122\"]}", + "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": 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", + "34B11", + "41A2", + "48C514(+414)", + "48C5151" + ], + "generated_text": "{\"iconclass-codes\": [\"31A25\", \"34B11\", \"41A2\", \"48C514(+414)\", \"48C5151\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.7843505976095617, + "code_precision": 0.4, + "code_recall": 0.2 + }, + { + "index": 467, + "gt_codes": [ + "31A233", + "71", + "71F311", + "71F3111", + "71F314" + ], + "predicted_codes": [ + "11G", + "25F36(SWAN)", + "73" + ], + "generated_text": "{\"iconclass-codes\": [\"11G\", \"25F36(SWAN)\", \"73\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.09305135951661632, + "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", + "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": 0.6170212765957447, + "code_precision": 1.0, + "code_recall": 0.38461538461538464 + }, + { + "index": 469, + "gt_codes": [ + "92D1916", + "48C161", + "59B32", + "25H11", + "48A98211", + "46C112" + ], + "predicted_codes": [ + "11M43", + "92D1916", + "48C16", + "45C13(SWORD)", + "48A9876", + "48C161", + "48A9832" + ], + "generated_text": "{\"iconclass-codes\": [\"11M43\", \"92D1916\", \"48C16\", \"45C13(SWORD)\", \"48A9876\", \"48C161\", \"48A9832\"]}", + "valid_json": true, + "valid_code_count": 7, + "total_predicted": 7, + "exact_match": false, + "hierarchical_f1": 0.5820504858259039, + "code_precision": 0.2857142857142857, + "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)", + "92D1916" + ], + "generated_text": "{\"iconclass-codes\": [\"12EE13\", \"12FF13\", \"47I15(SICKLE)\", \"92D1916\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.3583233532934132, + "code_precision": 0.25, + "code_recall": 0.1111111111111111 + }, + { + "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(+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": 0.8679245283018867, + "code_precision": 0.75, + "code_recall": 0.5 + }, + { + "index": 473, + "gt_codes": [ + "25I1", + "31D14", + "46C24", + "25H13", + "31D15", + "46C232" + ], + "predicted_codes": [ + "25I1", + "46C232", + "25H213", + "46C513", + "46A132" + ], + "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46C232\", \"25H213\", \"46C513\", \"46A132\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.6245390070921986, + "code_precision": 0.4, + "code_recall": 0.3333333333333333 + }, + { + "index": 474, + "gt_codes": [ + "48C524" + ], + "predicted_codes": [ + "48C753" + ], + "generated_text": "{\"iconclass-codes\": [\"48C753\"]}", + "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": 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": [ + "73D551" + ], + "generated_text": "{\"iconclass-codes\": [\"73D551\"]}", + "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": 478, + "gt_codes": [ + "31A(+926)", + "31B1", + "56DD11" + ], + "predicted_codes": [ + "71C326" + ], + "generated_text": "{\"iconclass-codes\": [\"71C326\"]}", + "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": [ + "71C324" + ], + "generated_text": "{\"iconclass-codes\": [\"71C324\"]}", + "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": 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": [ + "73C41" + ], + "generated_text": "{\"iconclass-codes\": [\"73C41\"]}", + "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": 483, + "gt_codes": [ + "45D311", + "32B33", + "61B2(FONDUK MUSTAFA PASCHA)11" + ], + "predicted_codes": [ + "41D221(TURBAN)", + "61B2(MUSTAFA )11" + ], + "generated_text": "{\"iconclass-codes\": [\"41D221(TURBAN)\", \"61B2(MUSTAFA )11\"]}", + "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(ANTONY ABBOT)52" + ], + "generated_text": "{\"iconclass-codes\": [\"11H(ANTONY ABBOT)52\"]}", + "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": 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(+53)", + "61B:31A2212(+1)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D15:61BB\", \"31D17\", \"61B(+53)\", \"61B:31A2212(+1)\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.9429349410361733, + "code_precision": 0.4, + "code_recall": 0.5 + }, + { + "index": 488, + "gt_codes": [ + "31D15", + "73F14", + "73F2231" + ], + "predicted_codes": [ + "25I14", + "31A2512(+931)", + "31A2516(+933)", + "31AA2711", + "31D14(+79)", + "31D15", + "33B9", + "41D211(+81)", + "41D211(+82)", + "41D221(+81)", + "41D223(+81)", + "41D231(+81)", + "41D233(+81)", + "41D263", + "42F51", + "44G312", + "44G3121", + "46C1215", + "46C1215(+0)", + "46C1215(+6)" + ], + "generated_text": "{\"iconclass-codes\": [\"25I14\", \"31A2512(+931)\", \"31A2516(+933)\", \"31AA2711\", \"31D14(+79)\", \"31D15\", \"33B9\", \"41D211(+81)\", \"41D211(+82)\", \"41D221(+81)\", \"41D223(+81)\", \"41D231(+81)\", \"41D233(+81)\", \"41D263\", \"42F51\", \"44G312\", \"44G3121\", \"46C1215\", \"46C1215(+0)\", \"46C1215(+6)\"]}", + "valid_json": true, + "valid_code_count": 20, + "total_predicted": 20, + "exact_match": false, + "hierarchical_f1": 0.21299761823749577, + "code_precision": 0.05, + "code_recall": 0.3333333333333333 + }, + { + "index": 489, + "gt_codes": [ + "25F22", + "25F35(PARROT)", + "41A16", + "48C7323", + "48C7351", + "48C75", + "48C755" + ], + "predicted_codes": [ + "25F36(DUCK)", + "41A1", + "41C711", + "48C7311" + ], + "generated_text": "{\"iconclass-codes\": [\"25F36(DUCK)\", \"41A1\", \"41C711\", \"48C7311\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.7446507177033491, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "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": [ + "73E425" + ], + "generated_text": "{\"iconclass-codes\": [\"73E425\"]}", + "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": 493, + "gt_codes": [ + "45A20", + "92D1916" + ], + "predicted_codes": [ + "11M32", + "45C16(CANNON)", + "92D1916" + ], + "generated_text": "{\"iconclass-codes\": [\"11M32\", \"45C16(CANNON)\", \"92D1916\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.5599999999999999, + "code_precision": 0.3333333333333333, + "code_recall": 0.5 + }, + { + "index": 494, + "gt_codes": [ + "73C63" + ], + "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": 0.57, + "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", + "25I" + ], + "generated_text": "{\"iconclass-codes\": [\"25F3\", \"25H114\", \"25I\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.5913543091655268, + "code_precision": 0.3333333333333333, + "code_recall": 0.125 + }, + { + "index": 496, + "gt_codes": [ + "31B13", + "31E2345", + "71F1544", + "72A" + ], + "predicted_codes": [ + "71U4263" + ], + "generated_text": "{\"iconclass-codes\": [\"71U4263\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.21552511415525114, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "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": [ + "41C342" + ], + "generated_text": "{\"iconclass-codes\": [\"41C342\"]}", + "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", + "46C232", + "46C24", + "25H13", + "48A9876", + "46C223" + ], + "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46C232\", \"46C24\", \"25H13\", \"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(QUO FATA TRAHUNT)", + "41A18", + "31D160", + "25H114", + "31B6214", + "57AA6122", + "54E31" + ], + "generated_text": "{\"iconclass-codes\": [\"86(QUO FATA TRAHUNT)\", \"41A18\", \"31D160\", \"25H114\", \"31B6214\", \"57AA6122\", \"54E31\"]}", + "valid_json": true, + "valid_code_count": 7, + "total_predicted": 7, + "exact_match": false, + "hierarchical_f1": 0.23896848137535814, + "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", + "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": 0.7637897586284682, + "code_precision": 0.75, + "code_recall": 0.42857142857142855 + }, + { + "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", + "57A6(+4):54E31(+4)", + "86(AMOR REGIUS)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F23(LION)(+1)\", \"44B191\", \"57A6(+4):54E31(+4)\", \"86(AMOR REGIUS)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.6906474820143884, + "code_precision": 0.25, + "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": [ + "31A25", + "41C74(+1)", + "48C7311" + ], + "generated_text": "{\"iconclass-codes\": [\"31A25\", \"41C74(+1)\", \"48C7311\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.2455201698513801, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 507, + "gt_codes": [ + "31A72", + "31F2" + ], + "predicted_codes": [ + "31F26", + "48C524" + ], + "generated_text": "{\"iconclass-codes\": [\"31F26\", \"48C524\"]}", + "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", + "48C2" + ], + "generated_text": "{\"iconclass-codes\": [\"11G\", \"48C2\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.6093313521545319, + "code_precision": 0.5, + "code_recall": 0.2 + }, + { + "index": 511, + "gt_codes": [ + "73C864", + "73C86463" + ], + "predicted_codes": [ + "71C324" + ], + "generated_text": "{\"iconclass-codes\": [\"71C324\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.19746835443037977, + "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)", + "61B(+52)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"31D15:61BB\", \"41D221(CAP)\", \"61B(+52)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.9708404802744426, + "code_precision": 0.75, + "code_recall": 0.5 + }, + { + "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)", + "25I14", + "31A235", + "31A25(+933)", + "31A25161", + "31A2518", + "31A2545", + "31A2549", + "31A2711", + "31B6235", + "31D1(+79)", + "31D112", + "31D14", + "31D15", + "31E1", + "33A13", + "41A1", + "41A2", + "41A32" + ], + "generated_text": "{\"iconclass-codes\": [\"23T27(VICTORIAN)\", \"23T27(XIX)\", \"25I14\", \"31A235\", \"31A25(+933)\", \"31A25161\", \"31A2518\", \"31A2545\", \"31A2549\", \"31A2711\", \"31B6235\", \"31D1(+79)\", \"31D112\", \"31D14\", \"31D15\", \"31E1\", \"33A13\", \"41A1\", \"41A2\", \"41A32\"]}", + "valid_json": true, + "valid_code_count": 20, + "total_predicted": 20, + "exact_match": false, + "hierarchical_f1": 0.7784739884393065, + "code_precision": 0.35, + "code_recall": 0.35 + }, + { + "index": 514, + "gt_codes": [ + "86(GEBRECHEN MACHT KUNSTREICH)", + "25I1", + "61E(WISMAR)", + "95A(ERICHTHONIUS)", + "31A4153", + "46C1422", + "31A4", + "55BB1", + "52A42" + ], + "predicted_codes": [ + "86(DEBRECHEN MACHT K\u00dcNSTREICH)", + "25I1", + "61E(WITTENBERG )", + "43A421", + "98B(ERICH)51", + "46C1442", + "47D8(HAMMER)", + "47H73" + ], + "generated_text": "{\"iconclass-codes\": [\"86(DEBRECHEN MACHT K\\u00dcNSTREICH)\", \"25I1\", \"61E(WITTENBERG )\", \"43A421\", \"98B(ERICH)51\", \"46C1442\", \"47D8(HAMMER)\", \"47H73\"]}", + "valid_json": true, + "valid_code_count": 8, + "total_predicted": 8, + "exact_match": false, + "hierarchical_f1": 0.5117466256848858, + "code_precision": 0.125, + "code_recall": 0.1111111111111111 + }, + { + "index": 515, + "gt_codes": [ + "41C26131", + "41C68" + ], + "predicted_codes": [ + "25F36(DUCK)", + "41A7751", + "41C26131" + ], + "generated_text": "{\"iconclass-codes\": [\"25F36(DUCK)\", \"41A7751\", \"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", + "31A2421", + "61B(+55)", + "61B:31D14" + ], + "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31A2421\", \"61B(+55)\", \"61B:31D14\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.8777777777777778, + "code_precision": 0.75, + "code_recall": 0.6 + }, + { + "index": 517, + "gt_codes": [ + "31A511", + "41A2", + "48A9863" + ], + "predicted_codes": [ + "41A2", + "48C5142" + ], + "generated_text": "{\"iconclass-codes\": [\"41A2\", \"48C5142\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.5599999999999999, + "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", + "43C128", + "47K1" + ], + "generated_text": "{\"iconclass-codes\": [\"25I1\", \"46C232\", \"25H213\", \"47D31\", \"43C128\", \"47K1\"]}", + "valid_json": true, + "valid_code_count": 6, + "total_predicted": 6, + "exact_match": false, + "hierarchical_f1": 0.8147239263803681, + "code_precision": 0.6666666666666666, + "code_recall": 0.5714285714285714 + }, + { + "index": 519, + "gt_codes": [ + "31A(+89)", + "31D17", + "41D28", + "96", + "96A1821" + ], + "predicted_codes": [ + "11H", + "31A(+89)", + "46C52(+12)" + ], + "generated_text": "{\"iconclass-codes\": [\"11H\", \"31A(+89)\", \"46C52(+12)\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.3530726256983239, + "code_precision": 0.3333333333333333, + "code_recall": 0.2 + }, + { + "index": 520, + "gt_codes": [ + "11H(IGNATIUS OF ANTIOCH)", + "11I5" + ], + "predicted_codes": [ + "11H(IGNATIUS)" + ], + "generated_text": "{\"iconclass-codes\": [\"11H(IGNATIUS)\"]}", + "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": [ + "25H13", + "41A771", + "41C692(COLANDER)", + "41C692(POT)", + "51D4(+4):54F12(+4)", + "86(NEC SIBI NEC ALII)" + ], + "generated_text": "{\"iconclass-codes\": [\"25H13\", \"41A771\", \"41C692(COLANDER)\", \"41C692(POT)\", \"51D4(+4):54F12(+4)\", \"86(NEC SIBI NEC ALII)\"]}", + "valid_json": true, + "valid_code_count": 6, + "total_predicted": 6, + "exact_match": false, + "hierarchical_f1": 0.615136471184722, + "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", + "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": 0.7297106563161608, + "code_precision": 1.0, + "code_recall": 0.4444444444444444 + }, + { + "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", + "48C7351" + ], + "generated_text": "{\"iconclass-codes\": [\"25G3(+371)\", \"46C131\", \"48C7351\"]}", + "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": [ + "25F26(HARE)", + "34B11", + "43C113" + ], + "generated_text": "{\"iconclass-codes\": [\"25F26(HARE)\", \"34B11\", \"43C113\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.9361702127659575, + "code_precision": 1.0, + "code_recall": 0.6 + }, + { + "index": 528, + "gt_codes": [ + "11P311", + "11P31131", + "11Q71455", + "92I71181" + ], + "predicted_codes": [ + "12A43", + "49C121" + ], + "generated_text": "{\"iconclass-codes\": [\"12A43\", \"49C121\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.114, + "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": [ + "25G41(ROSE)", + "25G41(TULIP)", + "41A671", + "41A774" + ], + "generated_text": "{\"iconclass-codes\": [\"25G41(ROSE)\", \"25G41(TULIP)\", \"41A671\", \"41A774\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 0.6666666666666666 + }, + { + "index": 530, + "gt_codes": [ + "25G21(LEMON)", + "25G21(POMEGRANATE)", + "25G41(ROSE)", + "41A774", + "41C323", + "41C653(LEMON)", + "47I4223" + ], + "predicted_codes": [ + "25D13(TIN)", + "25G21(LEMON)", + "41A77", + "41C323", + "41C621", + "41C653(LEMON)" + ], + "generated_text": "{\"iconclass-codes\": [\"25D13(TIN)\", \"25G21(LEMON)\", \"41A77\", \"41C323\", \"41C621\", \"41C653(LEMON)\"]}", + "valid_json": true, + "valid_code_count": 6, + "total_predicted": 6, + "exact_match": false, + "hierarchical_f1": 0.8240697422568768, + "code_precision": 0.5, + "code_recall": 0.42857142857142855 + }, + { + "index": 531, + "gt_codes": [ + "11F4", + "11F4112", + "11F723", + "25G41(LILY)", + "25H", + "31A2421", + "41A4231", + "41D221", + "73", + "73B64" + ], + "predicted_codes": [ + "11F4", + "25G21(APPLE)", + "31A2422", + "61B(+53)" + ], + "generated_text": "{\"iconclass-codes\": [\"11F4\", \"25G21(APPLE)\", \"31A2422\", \"61B(+53)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.5107193229901269, + "code_precision": 0.25, + "code_recall": 0.1 + }, + { + "index": 532, + "gt_codes": [ + "11F4", + "11F41", + "11F715", + "25G41(VIOLET)", + "25H", + "31A2422", + "61B(+53)" + ], + "predicted_codes": [ + "11F4", + "25G41(ROSE)", + "31A2422", + "61B(+53)" + ], + "generated_text": "{\"iconclass-codes\": [\"11F4\", \"25G41(ROSE)\", \"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": [ + "73C864" + ], + "generated_text": "{\"iconclass-codes\": [\"73C864\"]}", + "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": 535, + "gt_codes": [ + "47I15(SCYTHE)" + ], + "predicted_codes": [ + "49L17", + "25G3(+22)", + "49M413" + ], + "generated_text": "{\"iconclass-codes\": [\"49L17\", \"25G3(+22)\", \"49M413\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.1575757575757576, + "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" + ], + "generated_text": "{\"iconclass-codes\": [\"25H1\"]}", + "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": 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": [ + "71E3243" + ], + "generated_text": "{\"iconclass-codes\": [\"71E3243\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.0, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 540, + "gt_codes": [ + "31A2421", + "31D13", + "61B(+52)" + ], + "predicted_codes": [ + "31D15:61BB", + "41D26611" + ], + "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" + ], + "generated_text": "{\"iconclass-codes\": [\"31A25\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.0, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 543, + "gt_codes": [ + "25H1121", + "25I5", + "45C16(CANNON)", + "45K13", + "52E3", + "54A44", + "71Z(Maccabees 1:8)", + "86(CONSILIO ET PATIENTIA)" + ], + "predicted_codes": [ + "25H113", + "46C112:5(+12)", + "57A68", + "59B31", + "86(CONSILIO ET PATIENTIA)" + ], + "generated_text": "{\"iconclass-codes\": [\"25H113\", \"46C112:5(+12)\", \"57A68\", \"59B31\", \"86(CONSILIO ET PATIENTIA)\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.42487928292612404, + "code_precision": 0.2, + "code_recall": 0.125 + }, + { + "index": 544, + "gt_codes": [ + "25H112", + "45B", + "45C16(RIFLE)" + ], + "predicted_codes": [ + "31D15", + "45B", + "45C16(RIFLE)" + ], + "generated_text": "{\"iconclass-codes\": [\"31D15\", \"45B\", \"45C16(RIFLE)\"]}", + "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": 545, + "gt_codes": [ + "31A22210", + "31D14", + "49G2(+0)", + "57A6", + "86(DAER HEBDY 'T AL)" + ], + "predicted_codes": [ + "25I1", + "31A2748(+921)", + "31D14", + "41C692(URINE)", + "41D221(HAT)", + "41D223(DOUBLET)", + "41D23(PANTS)", + "41D263", + "46A14", + "46B31", + "46B311", + "46B5120", + "54AA4:54F12", + "54BB31:54FF12", + "86(WIE DE MAN ZIJN URIN UITLAAT, ZO IS HET MET ALLES)" + ], + "generated_text": "{\"iconclass-codes\": [\"25I1\", \"31A2748(+921)\", \"31D14\", \"41C692(URINE)\", \"41D221(HAT)\", \"41D223(DOUBLET)\", \"41D23(PANTS)\", \"41D263\", \"46A14\", \"46B31\", \"46B311\", \"46B5120\", \"54AA4:54F12\", \"54BB31:54FF12\", \"86(WIE DE MAN ZIJN URIN UITLAAT, ZO IS HET MET ALLES)\"]}", + "valid_json": true, + "valid_code_count": 15, + "total_predicted": 15, + "exact_match": false, + "hierarchical_f1": 0.42688156972669933, + "code_precision": 0.06666666666666667, + "code_recall": 0.2 + }, + { + "index": 546, + "gt_codes": [ + "71P422" + ], + "predicted_codes": [ + "71P34(+3)" + ], + "generated_text": "{\"iconclass-codes\": [\"71P34(+3)\"]}", + "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": 547, + "gt_codes": [ + "46A14", + "46C13141(+75247)", + "46C1411", + "46C1422", + "46C1442" + ], + "predicted_codes": [ + "46C13141", + "47I228" + ], + "generated_text": "{\"iconclass-codes\": [\"46C13141\", \"47I228\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.656428033157498, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "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", + "31A(+73)", + "46C13142", + "47I2112" + ], + "generated_text": "{\"iconclass-codes\": [\"25H11\", \"31A(+73)\", \"46C13142\", \"47I2112\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.6444923169629406, + "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": [ + "49M3" + ], + "generated_text": "{\"iconclass-codes\": [\"49M3\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 552, + "gt_codes": [ + "73B24(+0)" + ], + "predicted_codes": [ + "73B821" + ], + "generated_text": "{\"iconclass-codes\": [\"73B821\"]}", + "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": 553, + "gt_codes": [ + "25F716(LOBSTER)", + "25G21(LEMON)", + "25G21(PEACH)", + "41C323", + "41C341", + "41C37", + "41C621", + "41C653(LEMON)", + "41C653(PEACH)", + "47I4223" + ], + "predicted_codes": [ + "25F716(LOBSTER)", + "41C323", + "41C653" + ], + "generated_text": "{\"iconclass-codes\": [\"25F716(LOBSTER)\", \"41C323\", \"41C653\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.8445984979780474, + "code_precision": 0.6666666666666666, + "code_recall": 0.2 + }, + { + "index": 554, + "gt_codes": [ + "11Q713", + "11Q7131(CHOIR SCREEN)", + "11Q72", + "25I", + "31D112", + "41B311" + ], + "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": 0.6832250227755845, + "code_precision": 0.6666666666666666, + "code_recall": 0.3333333333333333 + }, + { + "index": 555, + "gt_codes": [ + "25I", + "25I1", + "25I142:25G3", + "43B42" + ], + "predicted_codes": [ + "25G3", + "25I142:25G3", + "25I144" + ], + "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25I142:25G3\", \"25I144\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.6563585259212993, + "code_precision": 0.3333333333333333, + "code_recall": 0.25 + }, + { + "index": 556, + "gt_codes": [ + "25L1", + "49D22" + ], + "predicted_codes": [ + "25L1", + "49D22" + ], + "generated_text": "{\"iconclass-codes\": [\"25L1\", \"49D22\"]}", + "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": 557, + "gt_codes": [ + "31A534", + "31A5341", + "41D212(+43)", + "41D212(TABBAARD)", + "41D222(RUFF)", + "41D224(+81)", + "49K(+3)", + "61B2(MERULA, PAULUS)11" + ], + "predicted_codes": [ + "45C21" + ], + "generated_text": "{\"iconclass-codes\": [\"45C21\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.14615384615384616, + "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": [ + "25F6", + "31A2748(+921)", + "31D14", + "41B32(+1)", + "41C129", + "41C711", + "41C7111", + "41CC253", + "41CC263", + "41CC271", + "41D221(HAT)", + "41D223", + "41D23", + "41D263", + "41D267", + "41D268", + "41D283", + "41D283", + "41D:25F(+342)", + "41D:25F(+35)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F6\", \"31A2748(+921)\", \"31D14\", \"41B32(+1)\", \"41C129\", \"41C711\", \"41C7111\", \"41CC253\", \"41CC263\", \"41CC271\", \"41D221(HAT)\", \"41D223\", \"41D23\", \"41D263\", \"41D267\", \"41D268\", \"41D283\", \"41D283\", \"41D:25F(+342)\", \"41D:25F(+35)\"]}", + "valid_json": true, + "valid_code_count": 20, + "total_predicted": 20, + "exact_match": false, + "hierarchical_f1": 0.5231403536222814, + "code_precision": 0.05263157894736842, + "code_recall": 0.16666666666666666 + }, + { + "index": 559, + "gt_codes": [ + "25I241", + "41A16" + ], + "predicted_codes": [ + "25H", + "41A7751", + "46C131" + ], + "generated_text": "{\"iconclass-codes\": [\"25H\", \"41A7751\", \"46C131\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.42222222222222217, + "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(JOEL)3", + "49L12(I)", + "49L171" + ], + "generated_text": "{\"iconclass-codes\": [\"11I62(JOEL)3\", \"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", + "48C5156", + "48A98311", + "45C221" + ], + "generated_text": "{\"iconclass-codes\": [\"46A122\", \"48C5156\", \"48A98311\", \"45C221\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.744101433296582, + "code_precision": 0.75, + "code_recall": 0.3333333333333333 + }, + { + "index": 562, + "gt_codes": [ + "25G3(+32)", + "26F1", + "47I4(+8932)", + "57A76(+4)", + "86(SI TEMPUS FAVEBIT)" + ], + "predicted_codes": [ + "25G3", + "49L8", + "51H42(+4)", + "56F2(+4)", + "86(QUAERITUR)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G3\", \"49L8\", \"51H42(+4)\", \"56F2(+4)\", \"86(QUAERITUR)\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.5189980732177264, + "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", + "31A511", + "47I2111(+95211)", + "86(SO REIN ALS AUFZUSEHEN)" + ], + "generated_text": "{\"iconclass-codes\": [\"24A6\", \"31A511\", \"47I2111(+95211)\", \"86(SO REIN ALS AUFZUSEHEN)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.831228157763355, + "code_precision": 0.25, + "code_recall": 0.16666666666666666 + }, + { + "index": 564, + "gt_codes": [ + "25H21", + "41A7751", + "46C1111", + "47I221", + "49G361" + ], + "predicted_codes": [ + "25H114", + "31B6235", + "33A35", + "47I2112", + "47I213", + "47I221" + ], + "generated_text": "{\"iconclass-codes\": [\"25H114\", \"31B6235\", \"33A35\", \"47I2112\", \"47I213\", \"47I221\"]}", + "valid_json": true, + "valid_code_count": 6, + "total_predicted": 6, + "exact_match": false, + "hierarchical_f1": 0.47381234740146494, + "code_precision": 0.16666666666666666, + "code_recall": 0.2 + }, + { + "index": 565, + "gt_codes": [ + "47I2112" + ], + "predicted_codes": [ + "47I2112" + ], + "generated_text": "{\"iconclass-codes\": [\"47I2112\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 566, + "gt_codes": [ + "31A2421", + "31A5341", + "61B(+51)", + "61B:31D14" + ], + "predicted_codes": [ + "31A2421", + "61B(+52)", + "61B: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", + "31A2549", + "31B6235", + "31D112", + "31D17", + "33C23", + "34B131", + "41A2", + "41A7751", + "41B21", + "41B214", + "41B23(+0)", + "41C12", + "41C74(+1)", + "41C741", + "48C7311", + "48C7354" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2542\", \"31A2549\", \"31B6235\", \"31D112\", \"31D17\", \"33C23\", \"34B131\", \"41A2\", \"41A7751\", \"41B21\", \"41B214\", \"41B23(+0)\", \"41C12\", \"41C74(+1)\", \"41C741\", \"48C7311\", \"48C7354\"]}", + "valid_json": true, + "valid_code_count": 17, + "total_predicted": 17, + "exact_match": false, + "hierarchical_f1": 0.3813594662218516, + "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)", + "25H13", + "25H23", + "26A", + "31A2764", + "92D156", + "54E31(+4)", + "86(QUAE VULT, ID IPSE POTEST)" + ], + "generated_text": "{\"iconclass-codes\": [\"24A6\", \"25F(+342)\", \"25H13\", \"25H23\", \"26A\", \"31A2764\", \"92D156\", \"54E31(+4)\", \"86(QUAE VULT, ID IPSE POTEST)\"]}", + "valid_json": true, + "valid_code_count": 9, + "total_predicted": 9, + "exact_match": false, + "hierarchical_f1": 0.6355078612428252, + "code_precision": 0.3333333333333333, + "code_recall": 0.42857142857142855 + }, + { + "index": 570, + "gt_codes": [ + "73C721" + ], + "predicted_codes": [ + "73C8152" + ], + "generated_text": "{\"iconclass-codes\": [\"73C8152\"]}", + "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": 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", + "11HH", + "73A2221" + ], + "generated_text": "{\"iconclass-codes\": [\"11(+5):61B\", \"11H\", \"11HH\", \"73A2221\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.7860380779691749, + "code_precision": 0.5, + "code_recall": 0.2857142857142857 + }, + { + "index": 574, + "gt_codes": [ + "31D14", + "31D15", + "45D311", + "41D221(HAT)", + "31A235", + "46D3" + ], + "predicted_codes": [ + "31D14", + "45B", + "46A12", + "49L11" + ], + "generated_text": "{\"iconclass-codes\": [\"31D14\", \"45B\", \"46A12\", \"49L11\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.5040049545829892, + "code_precision": 0.25, + "code_recall": 0.16666666666666666 + }, + { + "index": 575, + "gt_codes": [ + "33A13", + "44B421" + ], + "predicted_codes": [ + "42E2" + ], + "generated_text": "{\"iconclass-codes\": [\"42E2\"]}", + "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": 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": [ + "25G21(CHERRY)", + "25G21(PEACH)", + "25G41(CARNATION)", + "25G41(ROSE)", + "41A671", + "41C37", + "41D2659(FRINGE)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G21(CHERRY)\", \"25G21(PEACH)\", \"25G41(CARNATION)\", \"25G41(ROSE)\", \"41A671\", \"41C37\", \"41D2659(FRINGE)\"]}", + "valid_json": true, + "valid_code_count": 7, + "total_predicted": 7, + "exact_match": false, + "hierarchical_f1": 0.8212807959570436, + "code_precision": 0.5714285714285714, + "code_recall": 0.36363636363636365 + }, + { + "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", + "31A235", + "46C13141" + ], + "generated_text": "{\"iconclass-codes\": [\"25I\", \"31A235\", \"46C13141\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.5066666666666667, + "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", + "46B222" + ], + "generated_text": "{\"iconclass-codes\": [\"41A3911\", \"46B222\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.195, + "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)(+5247)", + "43C714(+0)", + "31B8", + "54AA4" + ], + "generated_text": "{\"iconclass-codes\": [\"86(DER TAUBEN NARR)\", \"41A36\", \"25F39(TURTLE DOVE)(+5247)\", \"43C714(+0)\", \"31B8\", \"54AA4\"]}", + "valid_json": true, + "valid_code_count": 6, + "total_predicted": 6, + "exact_match": false, + "hierarchical_f1": 0.7386785449146253, + "code_precision": 0.3333333333333333, + "code_recall": 0.2222222222222222 + }, + { + "index": 582, + "gt_codes": [ + "92D1916", + "92B58(CADUCEUS)", + "41D92", + "46A122", + "48C5142", + "46B311", + "45C16(CANNON)", + "44D4", + "25F37(CRANE)", + "48C7352", + "44A3" + ], + "predicted_codes": [ + "45C22", + "92D1916", + "48A9875", + "48C5156", + "44B113", + "48C7352" + ], + "generated_text": "{\"iconclass-codes\": [\"45C22\", \"92D1916\", \"48A9875\", \"48C5156\", \"44B113\", \"48C7352\"]}", + "valid_json": true, + "valid_code_count": 6, + "total_predicted": 6, + "exact_match": false, + "hierarchical_f1": 0.5712480896586857, + "code_precision": 0.3333333333333333, + "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(+1)", + "31A2763", + "31D14", + "41D271", + "43C1(+4161)", + "43C1(+4163)", + "43C1(+4164)", + "86(DECEIT)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F42(+1)\", \"31A2763\", \"31D14\", \"41D271\", \"43C1(+4161)\", \"43C1(+4163)\", \"43C1(+4164)\", \"86(DECEIT)\"]}", + "valid_json": true, + "valid_code_count": 8, + "total_predicted": 8, + "exact_match": false, + "hierarchical_f1": 0.7328104797550187, + "code_precision": 0.25, + "code_recall": 0.2 + }, + { + "index": 587, + "gt_codes": [ + "25F6(+63)", + "25H213", + "25I3", + "86(MIT DIESEN NUN GAR ANDERS)" + ], + "predicted_codes": [ + "25F6", + "25H193", + "47I84(+0)", + "51BB3:54A7", + "86(MIT DIESEN NUN GANZ ANDERS)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F6\", \"25H193\", \"47I84(+0)\", \"51BB3:54A7\", \"86(MIT DIESEN NUN GANZ ANDERS)\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.6141732283464567, + "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", + "45B", + "47I15(SPADE)", + "49MM32" + ], + "generated_text": "{\"iconclass-codes\": [\"86(DREY ST\\u00c4NDE/DARINNEN DIE WELT BESTEHET)\", \"25A13\", \"49C3\", \"45B\", \"47I15(SPADE)\", \"49MM32\"]}", + "valid_json": true, + "valid_code_count": 6, + "total_predicted": 6, + "exact_match": false, + "hierarchical_f1": 0.5303682983682985, + "code_precision": 0.3333333333333333, + "code_recall": 0.16666666666666666 + }, + { + "index": 589, + "gt_codes": [ + "49E39311(PHIAL)", + "49E39312(RETORT)", + "49E3932", + "49E3952(DISTILLATION)", + "49E81" + ], + "predicted_codes": [ + "49E39312(ALEMBIC)", + "49E39312", + "49E81" + ], + "generated_text": "{\"iconclass-codes\": [\"49E39312(ALEMBIC)\", \"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": [ + "48A98312", + "48C5156" + ], + "generated_text": "{\"iconclass-codes\": [\"48A98312\", \"48C5156\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.5702065217391303, + "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", + "25H18", + "61B2(COLUMBUS, Christoph)11" + ], + "generated_text": "{\"iconclass-codes\": [\"49C3\", \"25H18\", \"61B2(COLUMBUS, Christoph)11\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.30777369581190306, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 592, + "gt_codes": [ + "46C13142", + "31D17" + ], + "predicted_codes": [ + "83(HARTLIEB, de amore deutsch)", + "46C13142", + "57A6" + ], + "generated_text": "{\"iconclass-codes\": [\"83(HARTLIEB, de amore deutsch)\", \"46C13142\", \"57A6\"]}", + "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": 593, + "gt_codes": [ + "25H2314", + "25I1", + "46C112:47G52", + "47I21", + "47I228" + ], + "predicted_codes": [ + "25H11", + "25H213", + "46C112:47G52" + ], + "generated_text": "{\"iconclass-codes\": [\"25H11\", \"25H213\", \"46C112:47G52\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.6113066111400312, + "code_precision": 0.3333333333333333, + "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": [ + "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": 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)", + "25H114", + "25I3", + "41A7751", + "41D221(HAT)(+81)", + "49E121", + "49L8", + "54B121(+4)", + "54BB121(+4)", + "86(NEC VIRTUS NEC FORTUNA)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F31(+5262)\", \"25G21(APPLE)\", \"25H114\", \"25I3\", \"41A7751\", \"41D221(HAT)(+81)\", \"49E121\", \"49L8\", \"54B121(+4)\", \"54BB121(+4)\", \"86(NEC VIRTUS NEC FORTUNA)\"]}", + "valid_json": true, + "valid_code_count": 11, + "total_predicted": 11, + "exact_match": false, + "hierarchical_f1": 0.48453993460999534, + "code_precision": 0.18181818181818182, + "code_recall": 0.125 + }, + { + "index": 598, + "gt_codes": [ + "11F61", + "11H(JOSEPH)", + "11HH(ANNA)" + ], + "predicted_codes": [ + "73B821" + ], + "generated_text": "{\"iconclass-codes\": [\"73B821\"]}", + "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": 599, + "gt_codes": [ + "25H11(+1)" + ], + "predicted_codes": [ + "25I1" + ], + "generated_text": "{\"iconclass-codes\": [\"25I1\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.38, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 600, + "gt_codes": [ + "31A235", + "31AA235", + "41A44(+411)", + "48A9821", + "48A9875", + "92D1916", + "92L41" + ], + "predicted_codes": [ + "48C16", + "92D1916" + ], + "generated_text": "{\"iconclass-codes\": [\"48C16\", \"92D1916\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.4503765690376568, + "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": [ + "11Q712", + "46C232" + ], + "generated_text": "{\"iconclass-codes\": [\"11Q712\", \"46C232\"]}", + "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": 603, + "gt_codes": [ + "11H(...)7", + "11HH(...)7" + ], + "predicted_codes": [ + "11M32", + "73B8" + ], + "generated_text": "{\"iconclass-codes\": [\"11M32\", \"73B8\"]}", + "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": 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": [ + "25F31(+5262)", + "25G11", + "25H11", + "25I9", + "31A247", + "31A2511(+933)", + "31A2512(+933)", + "31A2515(+933)", + "31A2621(+51)", + "31AA2515(+933)", + "31B6211", + "31D14(+72)", + "41D211(+81)", + "41D221(+81)", + "41D233(+81)", + "41D27(+81)", + "46C1215", + "46C1462", + "46C513", + "47D8(AXE)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F31(+5262)\", \"25G11\", \"25H11\", \"25I9\", \"31A247\", \"31A2511(+933)\", \"31A2512(+933)\", \"31A2515(+933)\", \"31A2621(+51)\", \"31AA2515(+933)\", \"31B6211\", \"31D14(+72)\", \"41D211(+81)\", \"41D221(+81)\", \"41D233(+81)\", \"41D27(+81)\", \"46C1215\", \"46C1462\", \"46C513\", \"47D8(AXE)\"]}", + "valid_json": true, + "valid_code_count": 20, + "total_predicted": 20, + "exact_match": false, + "hierarchical_f1": 0.7509543413173652, + "code_precision": 0.15, + "code_recall": 0.15 + }, + { + "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(+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": 1.0, + "code_precision": 0.75, + "code_recall": 0.75 + }, + { + "index": 607, + "gt_codes": [ + "11P3111", + "44B194", + "61B2(INNOZENZ )11" + ], + "predicted_codes": [ + "11P3111", + "46A122" + ], + "generated_text": "{\"iconclass-codes\": [\"11P3111\", \"46A122\"]}", + "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": 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": [ + "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": 0.687089715536105, + "code_precision": 0.3333333333333333, + "code_recall": 1.0 + }, + { + "index": 610, + "gt_codes": [ + "31D13", + "41A23", + "41AA11", + "44B113", + "49G2", + "98B(ANTIOCHUS I)61" + ], + "predicted_codes": [ + "31A25(+93231)", + "41A2", + "41B311", + "71" + ], + "generated_text": "{\"iconclass-codes\": [\"31A25(+93231)\", \"41A2\", \"41B311\", \"71\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.37167785234899325, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 611, + "gt_codes": [ + "25G22(ONION)", + "33A14", + "41C12", + "43C9", + "46A14", + "48C7354", + "48C75" + ], + "predicted_codes": [ + "31A25", + "46A14" + ], + "generated_text": "{\"iconclass-codes\": [\"31A25\", \"46A14\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.38446601941747577, + "code_precision": 0.5, + "code_recall": 0.14285714285714285 + }, + { + "index": 612, + "gt_codes": [ + "25H113", + "25H23", + "25H2311", + "25I12", + "25I5", + "26A", + "31A2513(+933)", + "31A2515", + "31A25552", + "31A4527(+23)", + "31A534", + "31B6211", + "43C1(+41621)", + "92H4", + "23T0", + "48C901", + "49K1(+55)", + "51K1(+4)", + "52A42(+4)", + "52A44" + ], + "predicted_codes": [ + "25F31(+5262)", + "25H11", + "25H14", + "25H23", + "25I12", + "26A", + "31A2331(+911)", + "31A247", + "31A2511(+933)", + "31A2512(+933)", + "31A2515(+933)", + "31A2621(+51)", + "31A458", + "31AA2515(+933)", + "31B6212", + "31D14", + "41D2339", + "41D91", + "45C11(TORCH)", + "45C14(HALBERD)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F31(+5262)\", \"25H11\", \"25H14\", \"25H23\", \"25I12\", \"26A\", \"31A2331(+911)\", \"31A247\", \"31A2511(+933)\", \"31A2512(+933)\", \"31A2515(+933)\", \"31A2621(+51)\", \"31A458\", \"31AA2515(+933)\", \"31B6212\", \"31D14\", \"41D2339\", \"41D91\", \"45C11(TORCH)\", \"45C14(HALBERD)\"]}", + "valid_json": true, + "valid_code_count": 20, + "total_predicted": 20, + "exact_match": false, + "hierarchical_f1": 0.6201635420821698, + "code_precision": 0.15, + "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": [ + "11D3", + "46A5" + ], + "generated_text": "{\"iconclass-codes\": [\"11D3\", \"46A5\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.21714285714285717, + "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", + "46A122(...)3" + ], + "generated_text": "{\"iconclass-codes\": [\"25F711(BEE)(+53)\", \"45C221\", \"46A122(...)3\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.5259475218658892, + "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": [ + "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": 0.8745603751465416, + "code_precision": 0.6666666666666666, + "code_recall": 0.3333333333333333 + }, + { + "index": 619, + "gt_codes": [ + "25I1" + ], + "predicted_codes": [ + "25G4(ARTICHOKE)", + "31D14", + "31D15", + "41A771", + "41C652(CARROT)", + "41C652(CAULIFLOWER)", + "41C652(CABBAGE)", + "46B" + ], + "generated_text": "{\"iconclass-codes\": [\"25G4(ARTICHOKE)\", \"31D14\", \"31D15\", \"41A771\", \"41C652(CARROT)\", \"41C652(CAULIFLOWER)\", \"41C652(CABBAGE)\", \"46B\"]}", + "valid_json": true, + "valid_code_count": 8, + "total_predicted": 8, + "exact_match": false, + "hierarchical_f1": 0.0888888888888889, + "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": [ + "11D123(TAU-CROSS)", + "11E546(+0):5(+113)", + "22C31", + "25G41(ROSE)(+12)", + "31A27112", + "31AA27112", + "41B34(+1)", + "48A98331", + "49L8", + "49MM32", + "86(CRISTIANA RELIGIO)" + ], + "generated_text": "{\"iconclass-codes\": [\"11D123(TAU-CROSS)\", \"11E546(+0):5(+113)\", \"22C31\", \"25G41(ROSE)(+12)\", \"31A27112\", \"31AA27112\", \"41B34(+1)\", \"48A98331\", \"49L8\", \"49MM32\", \"86(CRISTIANA RELIGIO)\"]}", + "valid_json": true, + "valid_code_count": 11, + "total_predicted": 11, + "exact_match": false, + "hierarchical_f1": 0.4171459694989107, + "code_precision": 0.18181818181818182, + "code_recall": 0.2 + }, + { + "index": 622, + "gt_codes": [ + "31A233", + "31A235", + "31A2543", + "31A5352", + "41A721", + "49G11", + "49G34", + "86(ZU MINDERN UND ZU MEHREN)" + ], + "predicted_codes": [ + "31A2543", + "31D14(+79)", + "41A721", + "46B311", + "86(ZU MINDERN UND ZU MEHREN)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2543\", \"31D14(+79)\", \"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": [ + "73F2145" + ], + "generated_text": "{\"iconclass-codes\": [\"73F2145\"]}", + "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", + "41A16" + ], + "generated_text": "{\"iconclass-codes\": [\"25G3\", \"41A16\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.5652173913043479, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 633, + "gt_codes": [ + "46C24:47K" + ], + "predicted_codes": [ + "31A254", + "31D16", + "47I15(SPADE)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A254\", \"31D16\", \"47I15(SPADE)\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.095, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 634, + "gt_codes": [ + "31A71", + "41D2321" + ], + "predicted_codes": [ + "31A231" + ], + "generated_text": "{\"iconclass-codes\": [\"31A231\"]}", + "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": 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": [ + "34B12", + "34B131" + ], + "generated_text": "{\"iconclass-codes\": [\"34B12\", \"34B131\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.6376811594202899, + "code_precision": 0.5, + "code_recall": 0.5 + }, + { + "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": [ + "31D15:61BB", + "41D26611", + "61B(+52)" + ], + "generated_text": "{\"iconclass-codes\": [\"31D15:61BB\", \"41D26611\", \"61B(+52)\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.5, + "code_precision": 0.3333333333333333, + "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": [ + "24A", + "25F44(+1)", + "31B623591", + "41C326", + "47D8(ROPE)", + "54E31(+4)", + "86(DER TR\u00c4GHEIT)" + ], + "generated_text": "{\"iconclass-codes\": [\"24A\", \"25F44(+1)\", \"31B623591\", \"41C326\", \"47D8(ROPE)\", \"54E31(+4)\", \"86(DER TR\\u00c4GHEIT)\"]}", + "valid_json": true, + "valid_code_count": 7, + "total_predicted": 7, + "exact_match": false, + "hierarchical_f1": 0.45568358766739336, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 642, + "gt_codes": [ + "25FF", + "25FF62", + "92K1" + ], + "predicted_codes": [ + "92H1" + ], + "generated_text": "{\"iconclass-codes\": [\"92H1\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.2, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 643, + "gt_codes": [ + "25H13" + ], + "predicted_codes": [ + "25H11", + "46C2831" + ], + "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C2831\"]}", + "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": [ + "25I3", + "41A17" + ], + "generated_text": "{\"iconclass-codes\": [\"25I3\", \"41A17\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.3473758865248227, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 646, + "gt_codes": [ + "24C12", + "92B1" + ], + "predicted_codes": [ + "92B1" + ], + "generated_text": "{\"iconclass-codes\": [\"92B1\"]}", + "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": 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": [ + "31A24(+1)", + "31D15:61BB", + "46C1312", + "46C13141", + "61B(+55)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D15:61BB\", \"46C1312\", \"46C13141\", \"61B(+55)\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.9166852443417387, + "code_precision": 0.8, + "code_recall": 0.5 + }, + { + "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": [ + "73C8645" + ], + "generated_text": "{\"iconclass-codes\": [\"73C8645\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.0, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 652, + "gt_codes": [ + "31A2422", + "31D15:61BB", + "61B(+52)", + "61B:31A2212(+1)" + ], + "predicted_codes": [ + "31A24(+1)", + "61B(+52)", + "61B: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", + "49G21" + ], + "generated_text": "{\"iconclass-codes\": [\"11P31521\", \"49G21\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.2533333333333333, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 654, + "gt_codes": [ + "25I9" + ], + "predicted_codes": [ + "25H1123" + ], + "generated_text": "{\"iconclass-codes\": [\"25H1123\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.38, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 655, + "gt_codes": [ + "49L171", + "49M413", + "49M3", + "49L12(G)" + ], + "predicted_codes": [ + "49L171", + "49M413", + "49M3", + "49L12(G)" + ], + "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(G)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 656, + "gt_codes": [ + "34B131", + "43C11481", + "45C15(ARROW)" + ], + "predicted_codes": [ + "25F3", + "41C621", + "43C11(+415)", + "43C11481" + ], + "generated_text": "{\"iconclass-codes\": [\"25F3\", \"41C621\", \"43C11(+415)\", \"43C11481\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.4488340192043896, + "code_precision": 0.25, + "code_recall": 0.3333333333333333 + }, + { + "index": 657, + "gt_codes": [ + "25H", + "31D14", + "31D15", + "41A7751" + ], + "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": 0.6666666666666666, + "code_precision": 1.0, + "code_recall": 0.5 + }, + { + "index": 658, + "gt_codes": [ + "25G4(MISTLETOE)" + ], + "predicted_codes": [ + "25G4(THISTLE)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G4(THISTLE)\"]}", + "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": [ + "73B4" + ], + "generated_text": "{\"iconclass-codes\": [\"73B4\"]}", + "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": [ + "31A24(+1)", + "31D12", + "45B", + "61B(+55)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D12\", \"45B\", \"61B(+55)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.562363238512035, + "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": [ + "23K1", + "43A122" + ], + "generated_text": "{\"iconclass-codes\": [\"23K1\", \"43A122\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.456, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 663, + "gt_codes": [ + "73C832", + "73C8321", + "73C8322" + ], + "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": 0.7932773109243697, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 664, + "gt_codes": [ + "11Q713", + "25I" + ], + "predicted_codes": [ + "11Q713", + "46B" + ], + "generated_text": "{\"iconclass-codes\": [\"11Q713\", \"46B\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.5, + "code_precision": 0.5, + "code_recall": 0.5 + }, + { + "index": 665, + "gt_codes": [ + "42G:61B2(...)13" + ], + "predicted_codes": [ + "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" + ], + "generated_text": "{\"iconclass-codes\": [\"46C24\", \"25H13\", \"48A9876\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.6965329512893983, + "code_precision": 0.6666666666666666, + "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)", + "45C13(SWORD)", + "49L12(I)", + "49L171", + "73F46" + ], + "generated_text": "{\"iconclass-codes\": [\"11H(PAUL)\", \"45C13(SWORD)\", \"49L12(I)\", \"49L171\", \"73F46\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.625295315682281, + "code_precision": 0.4, + "code_recall": 0.6666666666666666 + }, + { + "index": 669, + "gt_codes": [ + "25H213", + "41A17", + "41A771", + "46C2231" + ], + "predicted_codes": [ + "25H13", + "46C112" + ], + "generated_text": "{\"iconclass-codes\": [\"25H13\", \"46C112\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.4577952755905511, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 670, + "gt_codes": [ + "25G4(...)" + ], + "predicted_codes": [ + "25G4(...)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G4(...)\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 671, + "gt_codes": [ + "46C13141", + "46C13142" + ], + "predicted_codes": [ + "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": [ + "23D44", + "92L18(PEACOCK)" + ], + "generated_text": "{\"iconclass-codes\": [\"23D44\", \"92L18(PEACOCK)\"]}", + "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": 673, + "gt_codes": [ + "41A2", + "45A20", + "56F2", + "71", + "71F212", + "71F2165" + ], + "predicted_codes": [ + "41A2", + "46C13141" + ], + "generated_text": "{\"iconclass-codes\": [\"41A2\", \"46C13141\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.2975, + "code_precision": 0.5, + "code_recall": 0.16666666666666666 + }, + { + "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": [ + "42E2" + ], + "generated_text": "{\"iconclass-codes\": [\"42E2\"]}", + "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": 676, + "gt_codes": [ + "11F422" + ], + "predicted_codes": [ + "11F42" + ], + "generated_text": "{\"iconclass-codes\": [\"11F42\"]}", + "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": 677, + "gt_codes": [ + "83(BRANT, Ship of Fools)", + "41B1", + "24A6" + ], + "predicted_codes": [ + "83(BRANT, Ship of Fools)", + "11Q759", + "46A21" + ], + "generated_text": "{\"iconclass-codes\": [\"83(BRANT, Ship of Fools)\", \"11Q759\", \"46A21\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.39666666666666667, + "code_precision": 0.3333333333333333, + "code_recall": 0.3333333333333333 + }, + { + "index": 678, + "gt_codes": [ + "25H", + "25H132" + ], + "predicted_codes": [ + "25H132", + "46C11" + ], + "generated_text": "{\"iconclass-codes\": [\"25H132\", \"46C11\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.6108949416342412, + "code_precision": 0.5, + "code_recall": 0.5 + }, + { + "index": 679, + "gt_codes": [ + "23A1", + "42G1", + "44B111", + "44B191", + "46A122", + "49K10", + "93" + ], + "predicted_codes": [ + "25A13", + "49D(+6)", + "49E122" + ], + "generated_text": "{\"iconclass-codes\": [\"25A13\", \"49D(+6)\", \"49E122\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.2408201304753029, + "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", + "31A25552(+932)", + "47I2133(+911)", + "48C162" + ], + "generated_text": "{\"iconclass-codes\": [\"11H(ANTONY ABBOT)4\", \"31A25552(+932)\", \"47I2133(+911)\", \"48C162\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.3556949322629202, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 681, + "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": 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": [ + "41A2", + "48C514(+414)", + "48C5142" + ], + "generated_text": "{\"iconclass-codes\": [\"41A2\", \"48C514(+414)\", \"48C5142\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.5156687898089172, + "code_precision": 0.3333333333333333, + "code_recall": 0.3333333333333333 + }, + { + "index": 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": [ + "46D", + "31B521" + ], + "generated_text": "{\"iconclass-codes\": [\"46D\", \"31B521\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.29714285714285715, + "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": [ + "25F39(DOVE)(+1)", + "25G3", + "25H11", + "25I9", + "48C161", + "48C24", + "48C7352", + "48CC7352", + "48CC7525", + "54A43(+4)", + "54AA43(+4)", + "54E31(+4)", + "54EE31(+4)", + "86(AMORIS EFFUSIO)" + ], + "generated_text": "{\"iconclass-codes\": [\"25F39(DOVE)(+1)\", \"25G3\", \"25H11\", \"25I9\", \"48C161\", \"48C24\", \"48C7352\", \"48CC7352\", \"48CC7525\", \"54A43(+4)\", \"54AA43(+4)\", \"54E31(+4)\", \"54EE31(+4)\", \"86(AMORIS EFFUSIO)\"]}", + "valid_json": true, + "valid_code_count": 14, + "total_predicted": 14, + "exact_match": false, + "hierarchical_f1": 0.36169956668271547, + "code_precision": 0.07142857142857142, + "code_recall": 0.05 + }, + { + "index": 690, + "gt_codes": [ + "11H(JEROME)" + ], + "predicted_codes": [ + "11HH(MARGARET)" + ], + "generated_text": "{\"iconclass-codes\": [\"11HH(MARGARET)\"]}", + "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": 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": [ + "71H849" + ], + "generated_text": "{\"iconclass-codes\": [\"71H849\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.38, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 694, + "gt_codes": [ + "23U22(+0)", + "31F25", + "33C23", + "45C15(ARROW)" + ], + "predicted_codes": [ + "31A2543", + "31D14(+79)", + "31D15", + "41D2661", + "41D283", + "45C15(ARROW)", + "45C22", + "45C221", + "46B311", + "46B512", + "46E221", + "54AA43(+4)", + "56F2(+4)", + "86(IN AMORE NON EST FIDELIS QUI CUM DUOBUS VIVIT)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2543\", \"31D14(+79)\", \"31D15\", \"41D2661\", \"41D283\", \"45C15(ARROW)\", \"45C22\", \"45C221\", \"46B311\", \"46B512\", \"46E221\", \"54AA43(+4)\", \"56F2(+4)\", \"86(IN AMORE NON EST FIDELIS QUI CUM DUOBUS VIVIT)\"]}", + "valid_json": true, + "valid_code_count": 14, + "total_predicted": 14, + "exact_match": false, + "hierarchical_f1": 0.3474747474747475, + "code_precision": 0.07142857142857142, + "code_recall": 0.25 + }, + { + "index": 695, + "gt_codes": [ + "86(ET STEMMA ET GLORIAM RENOVABIT)", + "86(WIE ER WIRD DESSEN STAMM ERWEITERN UND VERJ\u00dcNGEN/ ALSO AUCH NEUEN FLOR DEM GROSSEN ERTZ-HAUSS BRINGEN)", + "25G3", + "48C26", + "42G1" + ], + "predicted_codes": [ + "86(QUAE VIRTUS, QUAE FIDES?)", + "49M32", + "57A6", + "11D131", + "11Q0" + ], + "generated_text": "{\"iconclass-codes\": [\"86(QUAE VIRTUS, QUAE FIDES?)\", \"49M32\", \"57A6\", \"11D131\", \"11Q0\"]}", + "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", + "92B58(CADUCEUS)", + "92B58(PETASUS)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G3(LAUREL)(+27)\", \"48C161\", \"92B58(CADUCEUS)\", \"92B58(PETASUS)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.2461685214626391, + "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:31A2212(+1)", + "61B:31D14" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"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": 699, + "gt_codes": [ + "45C22", + "25H23", + "25H2311", + "31A4527(+23)", + "43C1(+41621)", + "92H4" + ], + "predicted_codes": [ + "24A6", + "25F(+342)", + "25H11", + "25I12", + "26A", + "31A27112", + "31D14", + "45C11(SPEAR)", + "45C19(SHIELD)", + "45C22", + "45C221", + "48CC7352(+372)", + "48CC7525", + "92B3711", + "92B37111", + "92B37112", + "92B37113", + "92B37114", + "92B37115" + ], + "generated_text": "{\"iconclass-codes\": [\"24A6\", \"25F(+342)\", \"25H11\", \"25I12\", \"26A\", \"31A27112\", \"31D14\", \"45C11(SPEAR)\", \"45C19(SHIELD)\", \"45C22\", \"45C221\", \"48CC7352(+372)\", \"48CC7525\", \"92B3711\", \"92B37111\", \"92B37112\", \"92B37113\", \"92B37114\", \"92B37115\"]}", + "valid_json": true, + "valid_code_count": 19, + "total_predicted": 19, + "exact_match": false, + "hierarchical_f1": 0.4916563822284909, + "code_precision": 0.05263157894736842, + "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": [ + "25G3", + "41A671" + ], + "generated_text": "{\"iconclass-codes\": [\"25G3\", \"41A671\"]}", + "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", + "25I152", + "45C16(CANNON)(+63)", + "45D21", + "45H3(+0)", + "57AA612" + ], + "generated_text": "{\"iconclass-codes\": [\"86(NON QUAM CREBRO SED QUAM BENE)\", \"41A3911\", \"25I152\", \"45C16(CANNON)(+63)\", \"45D21\", \"45H3(+0)\", \"57AA612\"]}", + "valid_json": true, + "valid_code_count": 7, + "total_predicted": 7, + "exact_match": false, + "hierarchical_f1": 0.4751215559157213, + "code_precision": 0.14285714285714285, + "code_recall": 0.05263157894736842 + }, + { + "index": 703, + "gt_codes": [ + "11L54134(+0)", + "11Q21", + "11Q511", + "11QQ7121(CHAPEL)", + "26A", + "31A25231(+917)", + "31AA2541(+916)", + "31B6211", + "31D14", + "41A3281", + "41C342", + "41D221(HAT)", + "86(DIE KLAGE DES GERECHTEN VERMAG SEHR VIEL)", + "86(INSTES MODO JOVA JUVABIT)" + ], + "predicted_codes": [ + "11A23", + "11Q712", + "11Q7562", + "22C31", + "25I2", + "26B", + "26E2", + "31A247", + "31A2512(+931)", + "31A2512(+933)", + "31A25161", + "31D14", + "41D221(HAT)", + "41D267", + "46C2822", + "49MM32", + "54F12(+0)", + "56BB1(+4):56F2(+4)", + "73C7454(+0)", + "86(JOVA IUVABIT INSITES MODO)" + ], + "generated_text": "{\"iconclass-codes\": [\"11A23\", \"11Q712\", \"11Q7562\", \"22C31\", \"25I2\", \"26B\", \"26E2\", \"31A247\", \"31A2512(+931)\", \"31A2512(+933)\", \"31A25161\", \"31D14\", \"41D221(HAT)\", \"41D267\", \"46C2822\", \"49MM32\", \"54F12(+0)\", \"56BB1(+4):56F2(+4)\", \"73C7454(+0)\", \"86(JOVA IUVABIT INSITES MODO)\"]}", + "valid_json": true, + "valid_code_count": 20, + "total_predicted": 20, + "exact_match": false, + "hierarchical_f1": 0.5774527726995733, + "code_precision": 0.1, + "code_recall": 0.14285714285714285 + }, + { + "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", + "25H114", + "25I5", + "26A", + "31AA2352", + "31AA247", + "31AA2621(+53)", + "31AA2726", + "31B6212", + "31D15", + "41C321", + "41D2339", + "41D27", + "41D91", + "48CC7321", + "48CC7354", + "48CC7525", + "48CC7525" + ], + "generated_text": "{\"iconclass-codes\": [\"25F31(+5262)\", \"25G11\", \"25G13\", \"25H114\", \"25I5\", \"26A\", \"31AA2352\", \"31AA247\", \"31AA2621(+53)\", \"31AA2726\", \"31B6212\", \"31D15\", \"41C321\", \"41D2339\", \"41D27\", \"41D91\", \"48CC7321\", \"48CC7354\", \"48CC7525\", \"48CC7525\"]}", + "valid_json": true, + "valid_code_count": 20, + "total_predicted": 20, + "exact_match": false, + "hierarchical_f1": 0.7196715201941412, + "code_precision": 0.2631578947368421, + "code_recall": 0.25 + }, + { + "index": 706, + "gt_codes": [ + "25F24(DEER)(+621)", + "25H114", + "43C111241" + ], + "predicted_codes": [ + "25F24(DEER)(+621)", + "25H", + "34B11", + "43C111243" + ], + "generated_text": "{\"iconclass-codes\": [\"25F24(DEER)(+621)\", \"25H\", \"34B11\", \"43C111243\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.7342857142857143, + "code_precision": 0.25, + "code_recall": 0.3333333333333333 + }, + { + "index": 707, + "gt_codes": [ + "25A" + ], + "predicted_codes": [ + "25A" + ], + "generated_text": "{\"iconclass-codes\": [\"25A\"]}", + "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": 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": [ + "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": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 712, + "gt_codes": [ + "31A2212", + "49G" + ], + "predicted_codes": [ + "25D11", + "49E39" + ], + "generated_text": "{\"iconclass-codes\": [\"25D11\", \"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", + "31A2364", + "31A2512(+933)", + "31A2515", + "31A2518", + "31A2621(+53)", + "31A2711", + "31A534", + "31B6211", + "31D14(+72)", + "31D16", + "31E3", + "31F0", + "31F25", + "32B311(GREEKS)", + "41D211(+81)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H114\", \"25I12\", \"31A(+79)\", \"31A2361\", \"31A2364\", \"31A2512(+933)\", \"31A2515\", \"31A2518\", \"31A2621(+53)\", \"31A2711\", \"31A534\", \"31B6211\", \"31D14(+72)\", \"31D16\", \"31E3\", \"31F0\", \"31F25\", \"32B311(GREEKS)\", \"41D211(+81)\"]}", + "valid_json": true, + "valid_code_count": 20, + "total_predicted": 20, + "exact_match": false, + "hierarchical_f1": 0.785171836474986, + "code_precision": 0.25, + "code_recall": 0.25 + }, + { + "index": 714, + "gt_codes": [ + "31A2421", + "61B(+52)", + "61B:31D14" + ], + "predicted_codes": [ + "31A2421", + "61B(+52)", + "61B:31D14" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\", \"61B:31D14\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 715, + "gt_codes": [ + "25H213", + "25G3", + "46C112" + ], + "predicted_codes": [ + "25H1", + "46C112" + ], + "generated_text": "{\"iconclass-codes\": [\"25H1\", \"46C112\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.715121387283237, + "code_precision": 0.5, + "code_recall": 0.3333333333333333 + }, + { + "index": 716, + "gt_codes": [ + "43" + ], + "predicted_codes": [ + "46A17", + "46C1215" + ], + "generated_text": "{\"iconclass-codes\": [\"46A17\", \"46C1215\"]}", + "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": 717, + "gt_codes": [ + "11M43" + ], + "predicted_codes": [ + "54F12" + ], + "generated_text": "{\"iconclass-codes\": [\"54F12\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.0, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 718, + "gt_codes": [ + "25I", + "46C24" + ], + "predicted_codes": [ + "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" + ], + "generated_text": "{\"iconclass-codes\": [\"48C24\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.0, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 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", + "46C112:47G52" + ], + "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C112:47G52\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.7434126984126983, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 723, + "gt_codes": [ + "42B36" + ], + "predicted_codes": [ + "42B74(1)", + "31D15(+72)", + "31D15(+9321)" + ], + "generated_text": "{\"iconclass-codes\": [\"42B74(1)\", \"31D15(+72)\", \"31D15(+9321)\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.3, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 724, + "gt_codes": [ + "48C16", + "46A122", + "41A33", + "41A323" + ], + "predicted_codes": [ + "48C16", + "48A98211", + "48A9875" + ], + "generated_text": "{\"iconclass-codes\": [\"48C16\", \"48A98211\", \"48A9875\"]}", + "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)", + "46B3311" + ], + "generated_text": "{\"iconclass-codes\": [\"31A25\", \"41C74(+1)\", \"46B3311\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.42741602067183465, + "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": [ + "11K", + "73C864" + ], + "generated_text": "{\"iconclass-codes\": [\"11K\", \"73C864\"]}", + "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": 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": [ + "48C8312" + ], + "generated_text": "{\"iconclass-codes\": [\"48C8312\"]}", + "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": 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": [ + "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": 0.6666666666666666, + "code_precision": 0.3333333333333333, + "code_recall": 0.3333333333333333 + }, + { + "index": 732, + "gt_codes": [ + "25I151", + "25II244", + "46C223", + "48C24" + ], + "predicted_codes": [ + "41A6" + ], + "generated_text": "{\"iconclass-codes\": [\"41A6\"]}", + "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": 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", + "25F72(OYSTER)(+93)", + "31A231", + "31A235", + "31A25(+933)", + "31A5341", + "31B6235", + "31D1(+72)", + "31D14", + "31D15", + "33A13", + "33C21", + "41A2", + "41A711", + "41A721", + "41A7211", + "41A771:25D13(TIN)", + "41B31(+1)", + "41B313", + "41C12" + ], + "generated_text": "{\"iconclass-codes\": [\"23R14\", \"25F72(OYSTER)(+93)\", \"31A231\", \"31A235\", \"31A25(+933)\", \"31A5341\", \"31B6235\", \"31D1(+72)\", \"31D14\", \"31D15\", \"33A13\", \"33C21\", \"41A2\", \"41A711\", \"41A721\", \"41A7211\", \"41A771:25D13(TIN)\", \"41B31(+1)\", \"41B313\", \"41C12\"]}", + "valid_json": true, + "valid_code_count": 20, + "total_predicted": 20, + "exact_match": false, + "hierarchical_f1": 0.8235249298019277, + "code_precision": 0.35, + "code_recall": 0.35 + }, + { + "index": 734, + "gt_codes": [ + "11F42", + "11F6" + ], + "predicted_codes": [ + "11F42" + ], + "generated_text": "{\"iconclass-codes\": [\"11F42\"]}", + "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": 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": [ + "86(DER WANDERER)", + "25H11", + "31D14", + "31A2711", + "54BB3" + ], + "generated_text": "{\"iconclass-codes\": [\"86(DER WANDERER)\", \"25H11\", \"31D14\", \"31A2711\", \"54BB3\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.5992406328059949, + "code_precision": 0.2, + "code_recall": 0.1 + }, + { + "index": 736, + "gt_codes": [ + "25F3", + "92B11221", + "11G1911", + "48A98711", + "48A9844", + "48A9831" + ], + "predicted_codes": [ + "25F3", + "48A9876", + "41B32" + ], + "generated_text": "{\"iconclass-codes\": [\"25F3\", \"48A9876\", \"41B32\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.6548320126782884, + "code_precision": 0.3333333333333333, + "code_recall": 0.16666666666666666 + }, + { + "index": 737, + "gt_codes": [ + "11Q712", + "25I1", + "25I241", + "31D112", + "31D15", + "31D16", + "41A721", + "41A7751", + "45H3", + "46C13141", + "46C145", + "47I2223", + "48C72", + "48C7311" + ], + "predicted_codes": [ + "25H", + "31A61", + "41C12", + "41C74(+1)", + "46B" + ], + "generated_text": "{\"iconclass-codes\": [\"25H\", \"31A61\", \"41C12\", \"41C74(+1)\", \"46B\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.3381886321049344, + "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": [ + "12A4231" + ], + "generated_text": "{\"iconclass-codes\": [\"12A4231\"]}", + "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": 740, + "gt_codes": [ + "43A42" + ], + "predicted_codes": [ + "43A42" + ], + "generated_text": "{\"iconclass-codes\": [\"43A42\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": true, + "hierarchical_f1": 1.0, + "code_precision": 1.0, + "code_recall": 1.0 + }, + { + "index": 741, + "gt_codes": [ + "11Q712", + "25I", + "25I1" + ], + "predicted_codes": [ + "25I", + "41A12" + ], + "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)", + "95B(PHILOMELA & PROCNE)61" + ], + "generated_text": "{\"iconclass-codes\": [\"83(BOCCACCIO, De claris mulieribus)\", \"95B(PHILOMELA & PROCNE)61\"]}", + "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": [ + "44C312", + "61B2(LOUBET, \u00c9mile)(+4)", + "57AA621" + ], + "generated_text": "{\"iconclass-codes\": [\"44C312\", \"61B2(LOUBET, \\u00c9mile)(+4)\", \"57AA621\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.1987261146496815, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 745, + "gt_codes": [ + "44D4", + "42D1", + "46A12", + "42D3121(+0)" + ], + "predicted_codes": [ + "43A122", + "57AA621" + ], + "generated_text": "{\"iconclass-codes\": [\"43A122\", \"57AA621\"]}", + "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": 746, + "gt_codes": [ + "73C863", + "47I21111" + ], + "predicted_codes": [ + "73C8645" + ], + "generated_text": "{\"iconclass-codes\": [\"73C8645\"]}", + "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": 747, + "gt_codes": [ + "13A12", + "31B3" + ], + "predicted_codes": [ + "49B24" + ], + "generated_text": "{\"iconclass-codes\": [\"49B24\"]}", + "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": 748, + "gt_codes": [ + "11D131", + "11D355", + "46A122", + "57A62", + "96B113" + ], + "predicted_codes": [ + "11D324", + "73D641" + ], + "generated_text": "{\"iconclass-codes\": [\"11D324\", \"73D641\"]}", + "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": [ + "31A25", + "41C711", + "45B", + "98" + ], + "generated_text": "{\"iconclass-codes\": [\"31A25\", \"41C711\", \"45B\", \"98\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.6496277915632754, + "code_precision": 0.5, + "code_recall": 0.6666666666666666 + }, + { + "index": 751, + "gt_codes": [ + "45K27", + "45L42" + ], + "predicted_codes": [ + "45K21", + "31E23621" + ], + "generated_text": "{\"iconclass-codes\": [\"45K21\", \"31E23621\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.4800000000000001, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 752, + "gt_codes": [ + "11Q712", + "25I", + "25I2", + "46C232" + ], + "predicted_codes": [ + "11Q712", + "25H213" + ], + "generated_text": "{\"iconclass-codes\": [\"11Q712\", \"25H213\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.5373451327433627, + "code_precision": 0.5, + "code_recall": 0.25 + }, + { + "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": [ + "11I62", + "31A221(+3)", + "49L8" + ], + "generated_text": "{\"iconclass-codes\": [\"11I62\", \"31A221(+3)\", \"49L8\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.38996913580246917, + "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 AESTIMATIO)", + "92D1521", + "46B3311", + "46A1632", + "57AA6121" + ], + "generated_text": "{\"iconclass-codes\": [\"86(AMORIS AESTIMATIO)\", \"92D1521\", \"46B3311\", \"46A1632\", \"57AA6121\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.5341081517352703, + "code_precision": 0.4, + "code_recall": 0.11764705882352941 + }, + { + "index": 756, + "gt_codes": [ + "85(RANA E BUE)", + "61I(REPUBBLICA ROMANA)", + "61I(REPRESSIONE REP. ROMANA)" + ], + "predicted_codes": [ + "46C13142(+0)", + "57AA91", + "85(TAVOLA DI ESOPPO)" + ], + "generated_text": "{\"iconclass-codes\": [\"46C13142(+0)\", \"57AA91\", \"85(TAVOLA DI ESOPPO)\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.3333333333333333, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 757, + "gt_codes": [ + "31A2422", + "61B(+52)", + "61B:31A2212(+1)", + "61B:31D14" + ], + "predicted_codes": [ + "31A24(+1)", + "61B(+52)", + "61B: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": [ + "11I62(DAVID)" + ], + "generated_text": "{\"iconclass-codes\": [\"11I62(DAVID)\"]}", + "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": [ + "23D41", + "25I2", + "46A14" + ], + "generated_text": "{\"iconclass-codes\": [\"23D41\", \"25I2\", \"46A14\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.07600000000000001, + "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)", + "31D14", + "31D15", + "41C653(APPLE)" + ], + "generated_text": "{\"iconclass-codes\": [\"25G21(APPLE)\", \"31D14\", \"31D15\", \"41C653(APPLE)\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.5332555425904317, + "code_precision": 0.5, + "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": [ + "25I146", + "31A2518(+933)", + "31D14", + "45C22", + "45K141", + "57AA6121(+0)", + "86(CUJUS POETIT)" + ], + "generated_text": "{\"iconclass-codes\": [\"25I146\", \"31A2518(+933)\", \"31D14\", \"45C22\", \"45K141\", \"57AA6121(+0)\", \"86(CUJUS POETIT)\"]}", + "valid_json": true, + "valid_code_count": 7, + "total_predicted": 7, + "exact_match": false, + "hierarchical_f1": 0.5820004090816119, + "code_precision": 0.14285714285714285, + "code_recall": 0.08333333333333333 + }, + { + "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: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": 769, + "gt_codes": [ + "31D14", + "25I9", + "25H213", + "47I221", + "47I2211", + "25G3", + "43C68", + "31A2712" + ], + "predicted_codes": [ + "47I213", + "46C513", + "47I221", + "47I228" + ], + "generated_text": "{\"iconclass-codes\": [\"47I213\", \"46C513\", \"47I221\", \"47I228\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.3844314222363002, + "code_precision": 0.25, + "code_recall": 0.125 + }, + { + "index": 770, + "gt_codes": [ + "31A2421", + "31A2422", + "31D14", + "31D15", + "45B", + "61B(+52)", + "61B(+53)", + "61B:31A2212(+1)" + ], + "predicted_codes": [ + "31A2421", + "31D15:61BB", + "41D221(CAP)", + "41D222(RABAT)", + "41D26611", + "46A122", + "61B(+52)" + ], + "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"41D221(CAP)\", \"41D222(RABAT)\", \"41D26611\", \"46A122\", \"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": [ + "49G35" + ], + "generated_text": "{\"iconclass-codes\": [\"49G35\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.0, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 772, + "gt_codes": [ + "11P44331" + ], + "predicted_codes": [ + "41C741", + "43B31" + ], + "generated_text": "{\"iconclass-codes\": [\"41C741\", \"43B31\"]}", + "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": 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": [ + "71C293" + ], + "generated_text": "{\"iconclass-codes\": [\"71C293\"]}", + "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": 775, + "gt_codes": [ + "41E2", + "47D31" + ], + "predicted_codes": [ + "41A721" + ], + "generated_text": "{\"iconclass-codes\": [\"41A721\"]}", + "valid_json": true, + "valid_code_count": 1, + "total_predicted": 1, + "exact_match": false, + "hierarchical_f1": 0.32571428571428573, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 776, + "gt_codes": [ + "41A671" + ], + "predicted_codes": [ + "25F711(BUTTERFLY)", + "25G4(THISTLE)", + "25G41(CARNATION)", + "25G41(CONVOLVULUS)", + "25G41(DAGSCONE)", + "25G41(LILAC)", + "25G41(MARIGOLD)", + "25G41(PANSY)", + "25G41(ROSE)", + "25G41(TULIP)", + "25G411(HYACINTH)", + "41A671", + "41A773" + ], + "generated_text": "{\"iconclass-codes\": [\"25F711(BUTTERFLY)\", \"25G4(THISTLE)\", \"25G41(CARNATION)\", \"25G41(CONVOLVULUS)\", \"25G41(DAGSCONE)\", \"25G41(LILAC)\", \"25G41(MARIGOLD)\", \"25G41(PANSY)\", \"25G41(ROSE)\", \"25G41(TULIP)\", \"25G411(HYACINTH)\", \"41A671\", \"41A773\"]}", + "valid_json": true, + "valid_code_count": 13, + "total_predicted": 13, + "exact_match": false, + "hierarchical_f1": 0.21917808219178084, + "code_precision": 0.07692307692307693, + "code_recall": 1.0 + }, + { + "index": 777, + "gt_codes": [ + "59BB3", + "57AA3", + "57BB22", + "54AA21", + "46A85", + "33B31(+0)" + ], + "predicted_codes": [ + "46A17", + "52AA5" + ], + "generated_text": "{\"iconclass-codes\": [\"46A17\", \"52AA5\"]}", + "valid_json": true, + "valid_code_count": 2, + "total_predicted": 2, + "exact_match": false, + "hierarchical_f1": 0.2920634920634921, + "code_precision": 0.0, + "code_recall": 0.0 + }, + { + "index": 778, + "gt_codes": [ + "48C24", + "92L41", + "92L1913", + "31A27331", + "92L17911" + ], + "predicted_codes": [ + "92D1916", + "48C24", + "35" + ], + "generated_text": "{\"iconclass-codes\": [\"92D1916\", \"48C24\", \"35\"]}", + "valid_json": true, + "valid_code_count": 3, + "total_predicted": 3, + "exact_match": false, + "hierarchical_f1": 0.4981999999999999, + "code_precision": 0.3333333333333333, + "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?)", + "41C321", + "31A2551(+933)", + "26A", + "57B1" + ], + "generated_text": "{\"iconclass-codes\": [\"86(QUID PRODEST?)\", \"41C321\", \"31A2551(+933)\", \"26A\", \"57B1\"]}", + "valid_json": true, + "valid_code_count": 5, + "total_predicted": 5, + "exact_match": false, + "hierarchical_f1": 0.6667412729114858, + "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": [ + "25G3(+21)", + "48A98(+2)", + "48A983", + "48A9876", + "49L8", + "49M122", + "49M123", + "49M124", + "49M125", + "49M126", + "49M127", + "49M128", + "49M129", + "49M130", + "49M131", + "49M132", + "49M133", + "49M134", + "49M135", + "49M136" + ], + "generated_text": "{\"iconclass-codes\": [\"25G3(+21)\", \"48A98(+2)\", \"48A983\", \"48A9876\", \"49L8\", \"49M122\", \"49M123\", \"49M124\", \"49M125\", \"49M126\", \"49M127\", \"49M128\", \"49M129\", \"49M130\", \"49M131\", \"49M132\", \"49M133\", \"49M134\", \"49M135\", \"49M136\"]}", + "valid_json": true, + "valid_code_count": 20, + "total_predicted": 20, + "exact_match": false, + "hierarchical_f1": 0.5509124030136064, + "code_precision": 0.05, + "code_recall": 0.05 + }, + { + "index": 782, + "gt_codes": [ + "31D15", + "48B3", + "48C51", + "48C5111", + "48C5142", + "48C515", + "48C73411" + ], + "predicted_codes": [ + "31A235", + "48C5111", + "48C514(+414)", + "48C515" + ], + "generated_text": "{\"iconclass-codes\": [\"31A235\", \"48C5111\", \"48C514(+414)\", \"48C515\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.7708600196180255, + "code_precision": 0.5, + "code_recall": 0.2857142857142857 + }, + { + "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": [ + "73D641" + ], + "generated_text": "{\"iconclass-codes\": [\"73D641\"]}", + "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": [ + "31D14", + "25F6", + "47K(+2)", + "41A7751" + ], + "generated_text": "{\"iconclass-codes\": [\"31D14\", \"25F6\", \"47K(+2)\", \"41A7751\"]}", + "valid_json": true, + "valid_code_count": 4, + "total_predicted": 4, + "exact_match": false, + "hierarchical_f1": 0.7975, + "code_precision": 0.75, + "code_recall": 0.75 + }, + { + "index": 787, + "gt_codes": [ + "45K" + ], + "predicted_codes": [ + "25F3", + "48A9876" + ], + "generated_text": "{\"iconclass-codes\": [\"25F3\", \"48A9876\"]}", + "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 + } + ] +} \ No newline at end of file