eval_brill2ep_preds.json

{
  "summary": {
    "model": "davanstrien/qwen35-9b-iconclass-sft-brill2ep",
    "dataset": "davanstrien/iconclass-vlm-brillfull",
    "split": "test",
    "num_evaluated": 788,
    "num_skipped": 0,
    "elapsed_seconds": 1554.1,
    "exact_match_accuracy": 0.1015,
    "hierarchical_f1": 0.5879,
    "code_precision": 0.3685,
    "code_recall": 0.3046,
    "code_f1": 0.3335,
    "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": [
        "25H132",
        "46C11"
      ],
      "generated_text": "{\"iconclass-codes\": [\"25H132\", \"46C11\"]}",
      "valid_json": true,
      "valid_code_count": 2,
      "total_predicted": 2,
      "exact_match": false,
      "hierarchical_f1": 0.4113480885311871,
      "code_precision": 0.0,
      "code_recall": 0.0
    },
    {
      "index": 1,
      "gt_codes": [
        "31A235",
        "31A24(+1)",
        "31D15:61BB",
        "61B(+53)",
        "61B:31A2212(+1)"
      ],
      "predicted_codes": [
        "31A24(+1)",
        "31D15:61BB",
        "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",
        "41D2659(SASH)",
        "48C731(+0)",
        "48C7311",
        "48C7323",
        "48C741",
        "48C75",
        "61B:31D14"
      ],
      "generated_text": "{\"iconclass-codes\": [\"31A235\", \"41D2659(SASH)\", \"48C731(+0)\", \"48C7311\", \"48C7323\", \"48C741\", \"48C75\", \"61B:31D14\"]}",
      "valid_json": true,
      "valid_code_count": 8,
      "total_predicted": 8,
      "exact_match": false,
      "hierarchical_f1": 0.715712180746562,
      "code_precision": 0.25,
      "code_recall": 0.25
    },
    {
      "index": 3,
      "gt_codes": [
        "71P4121"
      ],
      "predicted_codes": [
        "92D1916",
        "48C16",
        "31A5463"
      ],
      "generated_text": "{\"iconclass-codes\": [\"92D1916\", \"48C16\", \"31A5463\"]}",
      "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",
        "31A2748:44G311",
        "41B162",
        "41C25"
      ],
      "generated_text": "{\"iconclass-codes\": [\"25I1\", \"31A2748:44G311\", \"41B162\", \"41C25\"]}",
      "valid_json": true,
      "valid_code_count": 4,
      "total_predicted": 4,
      "exact_match": false,
      "hierarchical_f1": 0.4,
      "code_precision": 0.25,
      "code_recall": 1.0
    },
    {
      "index": 5,
      "gt_codes": [
        "92C2",
        "92C4"
      ],
      "predicted_codes": [
        "42A31",
        "92C27"
      ],
      "generated_text": "{\"iconclass-codes\": [\"42A31\", \"92C27\"]}",
      "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": 6,
      "gt_codes": [
        "48B3",
        "48C513",
        "48C523",
        "61B2(HENDRIK BUSSERUS)11"
      ],
      "predicted_codes": [
        "48C93"
      ],
      "generated_text": "{\"iconclass-codes\": [\"48C93\"]}",
      "valid_json": true,
      "valid_code_count": 1,
      "total_predicted": 1,
      "exact_match": false,
      "hierarchical_f1": 0.456,
      "code_precision": 0.0,
      "code_recall": 0.0
    },
    {
      "index": 7,
      "gt_codes": [
        "73G4932",
        "73G4933",
        "73G4931"
      ],
      "predicted_codes": [
        "73G491"
      ],
      "generated_text": "{\"iconclass-codes\": [\"73G491\"]}",
      "valid_json": true,
      "valid_code_count": 1,
      "total_predicted": 1,
      "exact_match": false,
      "hierarchical_f1": 0.855,
      "code_precision": 0.0,
      "code_recall": 0.0
    },
    {
      "index": 8,
      "gt_codes": [
        "44B1"
      ],
      "predicted_codes": [
        "45C22",
        "46A12",
        "44B1"
      ],
      "generated_text": "{\"iconclass-codes\": [\"45C22\", \"46A12\", \"44B1\"]}",
      "valid_json": true,
      "valid_code_count": 3,
      "total_predicted": 3,
      "exact_match": false,
      "hierarchical_f1": 0.6301369863013698,
      "code_precision": 0.3333333333333333,
      "code_recall": 1.0
    },
    {
      "index": 9,
      "gt_codes": [
        "31A2421",
        "31D15:61BB",
        "61B(+52)"
      ],
      "predicted_codes": [
        "31A2421",
        "31D15:61BB",
        "61B(+52)"
      ],
      "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+52)\"]}",
      "valid_json": true,
      "valid_code_count": 3,
      "total_predicted": 3,
      "exact_match": true,
      "hierarchical_f1": 1.0,
      "code_precision": 1.0,
      "code_recall": 1.0
    },
    {
      "index": 10,
      "gt_codes": [
        "85"
      ],
      "predicted_codes": [
        "83(BARCLAY, Argenis)"
      ],
      "generated_text": "{\"iconclass-codes\": [\"83(BARCLAY, Argenis)\"]}",
      "valid_json": true,
      "valid_code_count": 1,
      "total_predicted": 1,
      "exact_match": false,
      "hierarchical_f1": 0.20000000000000004,
      "code_precision": 0.0,
      "code_recall": 0.0
    },
    {
      "index": 11,
      "gt_codes": [
        "61B(+2)",
        "61B(+55)"
      ],
      "predicted_codes": [
        "61B(+2)",
        "61B(+55)"
      ],
      "generated_text": "{\"iconclass-codes\": [\"61B(+2)\", \"61B(+55)\"]}",
      "valid_json": true,
      "valid_code_count": 2,
      "total_predicted": 2,
      "exact_match": true,
      "hierarchical_f1": 1.0,
      "code_precision": 1.0,
      "code_recall": 1.0
    },
    {
      "index": 12,
      "gt_codes": [
        "31A24(+1)",
        "31D15:61BB",
        "41D225",
        "41D2661",
        "41D2662",
        "46A122",
        "61B(+53)"
      ],
      "predicted_codes": [
        "31A24(+1)",
        "31D15:61BB",
        "41D222(RUFF)",
        "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",
        "25G3(PALM-TREE)",
        "49E39"
      ],
      "generated_text": "{\"iconclass-codes\": [\"14C\", \"25G3(PALM-TREE)\", \"49E39\"]}",
      "valid_json": true,
      "valid_code_count": 3,
      "total_predicted": 3,
      "exact_match": false,
      "hierarchical_f1": 0.38888888888888884,
      "code_precision": 0.3333333333333333,
      "code_recall": 0.3333333333333333
    },
    {
      "index": 14,
      "gt_codes": [
        "48A9876(+744)",
        "48A9861",
        "48A98211",
        "48A98333",
        "31AA2321",
        "31A2321",
        "48A9854",
        "11G1911"
      ],
      "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": 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": [
        "11H",
        "25I",
        "49M32"
      ],
      "generated_text": "{\"iconclass-codes\": [\"11H\", \"25I\", \"49M32\"]}",
      "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": 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": [
        "23R14",
        "25F25(ELEPHANT)",
        "25I",
        "46C13141(+75247)",
        "46C14111"
      ],
      "generated_text": "{\"iconclass-codes\": [\"23R14\", \"25F25(ELEPHANT)\", \"25I\", \"46C13141(+75247)\", \"46C14111\"]}",
      "valid_json": true,
      "valid_code_count": 5,
      "total_predicted": 5,
      "exact_match": false,
      "hierarchical_f1": 0.4317405232247731,
      "code_precision": 0.0,
      "code_recall": 0.0
    },
    {
      "index": 20,
      "gt_codes": [
        "71T551"
      ],
      "predicted_codes": [
        "71C213"
      ],
      "generated_text": "{\"iconclass-codes\": [\"71C213\"]}",
      "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": 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",
        "31D11221(+89)",
        "43C111241",
        "43C111241(+4112)",
        "43C111241(+417)",
        "45C15(BOW)",
        "45C23",
        "56B1(+4):56F2(+4)",
        "56BB1(+4):56FF2(+4)",
        "86(AMORIS ARCANUM)",
        "92D1511",
        "92D1521"
      ],
      "generated_text": "{\"iconclass-codes\": [\"25F24(STAG)(+63)\", \"25G11\", \"25H114\", \"31A2351\", \"31D11221(+89)\", \"43C111241\", \"43C111241(+4112)\", \"43C111241(+417)\", \"45C15(BOW)\", \"45C23\", \"56B1(+4):56F2(+4)\", \"56BB1(+4):56FF2(+4)\", \"86(AMORIS ARCANUM)\", \"92D1511\", \"92D1521\"]}",
      "valid_json": true,
      "valid_code_count": 15,
      "total_predicted": 15,
      "exact_match": false,
      "hierarchical_f1": 0.6886589630530636,
      "code_precision": 0.26666666666666666,
      "code_recall": 0.21052631578947367
    },
    {
      "index": 22,
      "gt_codes": [
        "41A3311",
        "41A721",
        "42G:61B2(...)13",
        "47I4222"
      ],
      "predicted_codes": [
        "31A25(+9321)",
        "41D221(HAT)(+45):47I17(STRAW)",
        "42G:61B2(...)13",
        "61B(+53)"
      ],
      "generated_text": "{\"iconclass-codes\": [\"31A25(+9321)\", \"41D221(HAT)(+45):47I17(STRAW)\", \"42G:61B2(...)13\", \"61B(+53)\"]}",
      "valid_json": true,
      "valid_code_count": 4,
      "total_predicted": 4,
      "exact_match": false,
      "hierarchical_f1": 0.4091988130563798,
      "code_precision": 0.25,
      "code_recall": 0.25
    },
    {
      "index": 23,
      "gt_codes": [
        "31A2421",
        "31D15:61BB",
        "41D222(RABAT)",
        "61B(+52)"
      ],
      "predicted_codes": [
        "31A2421",
        "31D15:61BB",
        "41D222(RABAT)",
        "41D2661",
        "61B(+53)"
      ],
      "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"41D222(RABAT)\", \"41D2661\", \"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",
        "45B",
        "61B(+55)",
        "61B:31D14"
      ],
      "generated_text": "{\"iconclass-codes\": [\"31A231\", \"45B\", \"61B(+55)\", \"61B:31D14\"]}",
      "valid_json": true,
      "valid_code_count": 4,
      "total_predicted": 4,
      "exact_match": false,
      "hierarchical_f1": 0.8030856031128404,
      "code_precision": 0.75,
      "code_recall": 0.5
    },
    {
      "index": 25,
      "gt_codes": [
        "31A235",
        "31A24(+1)",
        "31D15:61BB",
        "31D17",
        "61B(+54)",
        "61B:31A2212(+1)"
      ],
      "predicted_codes": [
        "31A235",
        "31A24(+1)",
        "31D15:61BB",
        "61B(+54)",
        "61B:31A2212(+1)"
      ],
      "generated_text": "{\"iconclass-codes\": [\"31A235\", \"31A24(+1)\", \"31D15:61BB\", \"61B(+54)\", \"61B:31A2212(+1)\"]}",
      "valid_json": true,
      "valid_code_count": 5,
      "total_predicted": 5,
      "exact_match": false,
      "hierarchical_f1": 0.9795918367346939,
      "code_precision": 1.0,
      "code_recall": 0.8333333333333334
    },
    {
      "index": 26,
      "gt_codes": [
        "23O33",
        "23O41",
        "23O42",
        "23O43",
        "23O11",
        "23O12"
      ],
      "predicted_codes": [
        "14C",
        "23O22"
      ],
      "generated_text": "{\"iconclass-codes\": [\"14C\", \"23O22\"]}",
      "valid_json": true,
      "valid_code_count": 2,
      "total_predicted": 2,
      "exact_match": false,
      "hierarchical_f1": 0.4,
      "code_precision": 0.0,
      "code_recall": 0.0
    },
    {
      "index": 27,
      "gt_codes": [
        "44C312",
        "44C35(SOCIALISMO)",
        "41C711",
        "61B2(LENIN, Vladimir)3",
        "61B2(KUN, Bela)3"
      ],
      "predicted_codes": [
        "46A17",
        "31D15(+921)",
        "48C85431(ASINARO)"
      ],
      "generated_text": "{\"iconclass-codes\": [\"46A17\", \"31D15(+921)\", \"48C85431(ASINARO)\"]}",
      "valid_json": true,
      "valid_code_count": 3,
      "total_predicted": 3,
      "exact_match": false,
      "hierarchical_f1": 0.12260162601626018,
      "code_precision": 0.0,
      "code_recall": 0.0
    },
    {
      "index": 28,
      "gt_codes": [
        "11M3",
        "94O5"
      ],
      "predicted_codes": [
        "83(BRANT, Ship of Fools)",
        "46C291",
        "57A6"
      ],
      "generated_text": "{\"iconclass-codes\": [\"83(BRANT, Ship of Fools)\", \"46C291\", \"57A6\"]}",
      "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": 29,
      "gt_codes": [
        "44C312",
        "44B42",
        "61I(CONGRESSO DI BRUXELLES)",
        "54AA2"
      ],
      "predicted_codes": [
        "45A1",
        "61I(REPUBBLICA ROMANA)",
        "44C312"
      ],
      "generated_text": "{\"iconclass-codes\": [\"45A1\", \"61I(REPUBBLICA ROMANA)\", \"44C312\"]}",
      "valid_json": true,
      "valid_code_count": 3,
      "total_predicted": 3,
      "exact_match": false,
      "hierarchical_f1": 0.655622641509434,
      "code_precision": 0.3333333333333333,
      "code_recall": 0.25
    },
    {
      "index": 30,
      "gt_codes": [
        "11I61",
        "44B111"
      ],
      "predicted_codes": [
        "12A43",
        "98B"
      ],
      "generated_text": "{\"iconclass-codes\": [\"12A43\", \"98B\"]}",
      "valid_json": true,
      "valid_code_count": 2,
      "total_predicted": 2,
      "exact_match": false,
      "hierarchical_f1": 0.10000000000000002,
      "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",
        "25H216",
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      "generated_text": "{\"iconclass-codes\": [\"25G21(LEMON)\", \"41C37\", \"41C653(LEMON)\", \"47I4223\"]}",
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      "index": 135,
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        "25F3(+342)",
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        "86(QUID PETAM A TE, DOMINE?)",
        "11Q71428",
        "31D11221(+53)",
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        "31D112(+932)",
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        "71E32431"
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        "59B32"
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        "25F61(RAY)",
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        "92I71181"
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        "12A43",
        "12U(MASONRY)"
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      "index": 529,
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        "25G41(ERYSIMUM CHEIRI)",
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      "generated_text": "{\"iconclass-codes\": [\"25G41(ROSE)\", \"25G41(TULIP)\", \"41A671\", \"41A774\"]}",
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      "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(E)\"]}",
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      "index": 722,
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        "25H114",
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        "46C24"
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        "25H11",
        "46C131"
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      "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C131\"]}",
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      "index": 723,
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}