eval_4b_768_rep11.json

{
  "summary": {
    "model": "davanstrien/qwen35-4b-iconclass-sft-brillfull",
    "dataset": "davanstrien/iconclass-vlm-brillfull",
    "split": "test",
    "num_evaluated": 788,
    "num_skipped": 0,
    "elapsed_seconds": 1682.9,
    "exact_match_accuracy": 0.0495,
    "hierarchical_f1": 0.5199,
    "code_precision": 0.2841,
    "code_recall": 0.2157,
    "code_f1": 0.2452,
    "valid_json_pct": 0.9975,
    "valid_code_pct": 1.0
  },
  "results": [
    {
      "index": 0,
      "gt_codes": [
        "25F3",
        "25F38(PHEASANT)",
        "25H",
        "25H11",
        "25H213",
        "34B232(+51)"
      ],
      "predicted_codes": [
        "25H",
        "41A33"
      ],
      "generated_text": "{\"iconclass-codes\": [\"25H\", \"41A33\"]}",
      "valid_json": true,
      "valid_code_count": 2,
      "total_predicted": 2,
      "exact_match": false,
      "hierarchical_f1": 0.4915254237288135,
      "code_precision": 0.5,
      "code_recall": 0.16666666666666666
    },
    {
      "index": 1,
      "gt_codes": [
        "31A235",
        "31A24(+1)",
        "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": 0.9429349410361733,
      "code_precision": 0.75,
      "code_recall": 0.6
    },
    {
      "index": 2,
      "gt_codes": [
        "31A235",
        "31A2422",
        "41D222(CRAVAT)",
        "42F5(+0)",
        "48C5142",
        "61B(+54)",
        "61B:31A2212(+1)",
        "61B:31D14"
      ],
      "predicted_codes": [
        "31A24(+1)",
        "61B(+54)"
      ],
      "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+54)\"]}",
      "valid_json": true,
      "valid_code_count": 2,
      "total_predicted": 2,
      "exact_match": false,
      "hierarchical_f1": 0.6233131991051454,
      "code_precision": 0.5,
      "code_recall": 0.125
    },
    {
      "index": 3,
      "gt_codes": [
        "71P4121"
      ],
      "predicted_codes": [
        "92D1916",
        "48C24",
        "31A54"
      ],
      "generated_text": "{\"iconclass-codes\": [\"92D1916\", \"48C24\", \"31A54\"]}",
      "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",
        "31A61",
        "41C74(+1)",
        "41D221(HAT)",
        "48C161"
      ],
      "generated_text": "{\"iconclass-codes\": [\"25I1\", \"31A61\", \"41C74(+1)\", \"41D221(HAT)\", \"48C161\"]}",
      "valid_json": true,
      "valid_code_count": 5,
      "total_predicted": 5,
      "exact_match": false,
      "hierarchical_f1": 0.33333333333333337,
      "code_precision": 0.2,
      "code_recall": 1.0
    },
    {
      "index": 5,
      "gt_codes": [
        "92C2",
        "92C4"
      ],
      "predicted_codes": [
        "11G",
        "46A122"
      ],
      "generated_text": "{\"iconclass-codes\": [\"11G\", \"46A122\"]}",
      "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": [
        "48B3"
      ],
      "generated_text": "{\"iconclass-codes\": [\"48B3\"]}",
      "valid_json": true,
      "valid_code_count": 1,
      "total_predicted": 1,
      "exact_match": false,
      "hierarchical_f1": 0.611111111111111,
      "code_precision": 1.0,
      "code_recall": 0.25
    },
    {
      "index": 7,
      "gt_codes": [
        "73G4932",
        "73G4933",
        "73G4931"
      ],
      "predicted_codes": [
        "73G491"
      ],
      "generated_text": "{\"iconclass-codes\": [\"73G491\"]}",
      "valid_json": true,
      "valid_code_count": 1,
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      "exact_match": false,
      "hierarchical_f1": 0.855,
      "code_precision": 0.0,
      "code_recall": 0.0
    },
    {
      "index": 8,
      "gt_codes": [
        "44B1"
      ],
      "predicted_codes": [
        "46A12",
        "45C221",
        "61B2(AUGUST <Braunschweig, Herzog>)11"
      ],
      "generated_text": "{\"iconclass-codes\": [\"46A12\", \"45C221\", \"61B2(AUGUST <Braunschweig, Herzog>)11\"]}",
      "valid_json": true,
      "valid_code_count": 3,
      "total_predicted": 3,
      "exact_match": false,
      "hierarchical_f1": 0.15200000000000002,
      "code_precision": 0.0,
      "code_recall": 0.0
    },
    {
      "index": 9,
      "gt_codes": [
        "31A2421",
        "31D15:61BB",
        "61B(+52)"
      ],
      "predicted_codes": [
        "31A2421",
        "61B(+52)",
        "61B:31D14"
      ],
      "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"61B(+52)\", \"61B:31D14\"]}",
      "valid_json": true,
      "valid_code_count": 3,
      "total_predicted": 3,
      "exact_match": false,
      "hierarchical_f1": 0.8237845117845117,
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    },
    {
      "index": 10,
      "gt_codes": [
        "85"
      ],
      "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": 0.20000000000000004,
      "code_precision": 0.0,
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    },
    {
      "index": 11,
      "gt_codes": [
        "61B(+2)",
        "61B(+55)"
      ],
      "predicted_codes": [
        "31A231",
        "31D15:61BB",
        "48C161"
      ],
      "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31D15:61BB\", \"48C161\"]}",
      "valid_json": true,
      "valid_code_count": 3,
      "total_predicted": 3,
      "exact_match": false,
      "hierarchical_f1": 0.0,
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    },
    {
      "index": 12,
      "gt_codes": [
        "31A24(+1)",
        "31D15:61BB",
        "41D225",
        "41D2661",
        "41D2662",
        "46A122",
        "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": 0.5525286057352733,
      "code_precision": 0.5,
      "code_recall": 0.2857142857142857
    },
    {
      "index": 13,
      "gt_codes": [
        "49D22(+0):13C222:49D36",
        "49E39",
        "5(+3)"
      ],
      "predicted_codes": [
        "49D22"
      ],
      "generated_text": "{\"iconclass-codes\": [\"49D22\"]}",
      "valid_json": true,
      "valid_code_count": 1,
      "total_predicted": 1,
      "exact_match": false,
      "hierarchical_f1": 0.6363636363636364,
      "code_precision": 0.0,
      "code_recall": 0.0
    },
    {
      "index": 14,
      "gt_codes": [
        "48A9876(+744)",
        "48A9861",
        "48A98211",
        "48A98333",
        "31AA2321",
        "31A2321",
        "48A9854",
        "11G1911"
      ],
      "predicted_codes": [
        "73C8641",
        "73C8642"
      ],
      "generated_text": "{\"iconclass-codes\": [\"73C8641\", \"73C8642\"]}",
      "valid_json": true,
      "valid_code_count": 2,
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    },
    {
      "index": 15,
      "gt_codes": [
        "25G4(Coriander)"
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      "predicted_codes": [
        "25G4(Cumin)"
      ],
      "generated_text": "{\"iconclass-codes\": [\"25G4(Cumin)\"]}",
      "valid_json": true,
      "valid_code_count": 1,
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      "hierarchical_f1": 1.0,
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    },
    {
      "index": 16,
      "gt_codes": [
        "31A2421",
        "31D12",
        "45B",
        "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,
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    },
    {
      "index": 17,
      "gt_codes": [
        "73",
        "73B57"
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      "predicted_codes": [
        "11H",
        "25I",
        "47I2133"
      ],
      "generated_text": "{\"iconclass-codes\": [\"11H\", \"25I\", \"47I2133\"]}",
      "valid_json": true,
      "valid_code_count": 3,
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      "exact_match": false,
      "hierarchical_f1": 0.0,
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    },
    {
      "index": 18,
      "gt_codes": [
        "49L17",
        "49M413",
        "49M3",
        "49L12(T)"
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      "predicted_codes": [
        "49L17",
        "49M413",
        "49M3",
        "49L12(I)"
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      "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(I)\"]}",
      "valid_json": true,
      "valid_code_count": 4,
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      "hierarchical_f1": 1.0,
      "code_precision": 0.75,
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    {
      "index": 19,
      "gt_codes": [
        "25F3",
        "31D12",
        "31D13",
        "41A1",
        "41A77",
        "43C114",
        "45C15(ARROW)",
        "45C15(BOW)",
        "46C13141",
        "46C1463"
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      "predicted_codes": [
        "25F3",
        "46C13141"
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      "generated_text": "{\"iconclass-codes\": [\"25F3\", \"46C13141\"]}",
      "valid_json": true,
      "valid_code_count": 2,
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    {
      "index": 20,
      "gt_codes": [
        "71T551"
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      "predicted_codes": [
        "73C8641"
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      "generated_text": "{\"iconclass-codes\": [\"73C8641\"]}",
      "valid_json": true,
      "valid_code_count": 1,
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      "hierarchical_f1": 0.19,
      "code_precision": 0.0,
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    },
    {
      "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": [
        "25G3",
        "25H114",
        "31A2763(+0)",
        "31D11221(+89)",
        "47I213",
        "47I214",
        "47I221",
        "54E31(+4):56F2(+4)",
        "86(AMORIS INGENUUM)"
      ],
      "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H114\", \"31A2763(+0)\", \"31D11221(+89)\", \"47I213\", \"47I214\", \"47I221\", \"54E31(+4):56F2(+4)\", \"86(AMORIS INGENUUM)\"]}",
      "valid_json": true,
      "valid_code_count": 9,
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      "hierarchical_f1": 0.40551533219761504,
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    {
      "index": 22,
      "gt_codes": [
        "41A3311",
        "41A721",
        "42G:61B2(...)13",
        "47I4222"
      ],
      "predicted_codes": [
        "31A25(+93231)",
        "42G:61B2(...)13",
        "61B(+53)"
      ],
      "generated_text": "{\"iconclass-codes\": [\"31A25(+93231)\", \"42G:61B2(...)13\", \"61B(+53)\"]}",
      "valid_json": true,
      "valid_code_count": 3,
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      "code_recall": 0.25
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    {
      "index": 23,
      "gt_codes": [
        "31A2421",
        "31D15:61BB",
        "41D222(RABAT)",
        "61B(+52)"
      ],
      "predicted_codes": [
        "31A2421",
        "31D15:61BB",
        "61B(+53)",
        "61B:31A2212(+1)"
      ],
      "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+53)\", \"61B:31A2212(+1)\"]}",
      "valid_json": true,
      "valid_code_count": 4,
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      "hierarchical_f1": 0.8150684931506849,
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    {
      "index": 24,
      "gt_codes": [
        "31A231",
        "31A2422",
        "44B1:61B(+2)",
        "61B(+55)",
        "61B:31A2212(+1)",
        "61B:31D14"
      ],
      "predicted_codes": [
        "31A24(+1)",
        "61B(+55)",
        "61B:31D14"
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      "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+55)\", \"61B:31D14\"]}",
      "valid_json": true,
      "valid_code_count": 3,
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    {
      "index": 25,
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        "31A24(+1)",
        "31D15:61BB",
        "31D17",
        "61B(+54)",
        "61B:31A2212(+1)"
      ],
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        "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,
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      "hierarchical_f1": 0.9795918367346939,
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    },
    {
      "index": 26,
      "gt_codes": [
        "23O33",
        "23O41",
        "23O42",
        "23O43",
        "23O11",
        "23O12"
      ],
      "predicted_codes": [
        "14C",
        "23O"
      ],
      "generated_text": "{\"iconclass-codes\": [\"14C\", \"23O\"]}",
      "valid_json": true,
      "valid_code_count": 2,
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    },
    {
      "index": 27,
      "gt_codes": [
        "44C312",
        "44C35(SOCIALISMO)",
        "41C711",
        "61B2(LENIN, Vladimir)3",
        "61B2(KUN, Bela)3"
      ],
      "predicted_codes": [
        "46A17",
        "32B311(ITALIANI)(+9)",
        "45C16(MASCHERA)"
      ],
      "generated_text": "{\"iconclass-codes\": [\"46A17\", \"32B311(ITALIANI)(+9)\", \"45C16(MASCHERA)\"]}",
      "valid_json": true,
      "valid_code_count": 3,
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      "hierarchical_f1": 0.12406417112299466,
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    },
    {
      "index": 28,
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        "11M3",
        "94O5"
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      "predicted_codes": [
        "11K",
        "31E23621"
      ],
      "generated_text": "{\"iconclass-codes\": [\"11K\", \"31E23621\"]}",
      "valid_json": true,
      "valid_code_count": 2,
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      "hierarchical_f1": 0.19,
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    },
    {
      "index": 29,
      "gt_codes": [
        "44C312",
        "44B42",
        "61I(CONGRESSO DI BRUXELLES)",
        "54AA2"
      ],
      "predicted_codes": [
        "46A17",
        "32B311(ITALIANI)(+9)",
        "32B311(FRANCESI)(+9)"
      ],
      "generated_text": "{\"iconclass-codes\": [\"46A17\", \"32B311(ITALIANI)(+9)\", \"32B311(FRANCESI)(+9)\"]}",
      "valid_json": true,
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    {
      "index": 30,
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        "11I61",
        "44B111"
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        "12A423",
        "12A425"
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      "generated_text": "{\"iconclass-codes\": [\"12A423\", \"12A425\"]}",
      "valid_json": true,
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    {
      "index": 31,
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        "25G3(+351)",
        "25G3(+371)",
        "25H11",
        "25H216",
        "31B6235",
        "33A35",
        "34B11",
        "46C11",
        "46C131",
        "46C13142",
        "47I211",
        "47I221"
      ],
      "predicted_codes": [
        "25H11",
        "46C131"
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      "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C131\"]}",
      "valid_json": true,
      "valid_code_count": 2,
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      "exact_match": false,
      "hierarchical_f1": 0.6200948684777922,
      "code_precision": 1.0,
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    {
      "index": 32,
      "gt_codes": [
        "25H",
        "34B11",
        "43C114"
      ],
      "predicted_codes": [
        "25H15",
        "34B11",
        "46C131"
      ],
      "generated_text": "{\"iconclass-codes\": [\"25H15\", \"34B11\", \"46C131\"]}",
      "valid_json": true,
      "valid_code_count": 3,
      "total_predicted": 3,
      "exact_match": false,
      "hierarchical_f1": 0.59,
      "code_precision": 0.3333333333333333,
      "code_recall": 0.3333333333333333
    },
    {
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      "generated_text": "{\"iconclass-codes\": [\"25G21(LEMON)\", \"41C37\", \"41C653\"]}",
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        "31E234631"
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        "92I71181"
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        "12A43",
        "49C3"
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      "index": 529,
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        "25G41(ERYSIMUM CHEIRI)",
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        "25F711(BUTTERFLY)",
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        "41A773"
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      "generated_text": "{\"iconclass-codes\": [\"25F711(BUTTERFLY)\", \"25G41(ROSE)\", \"25G41(TULIP)\", \"41A671\", \"41A773\"]}",
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      "index": 530,
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        "25G21(LEMON)",
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        "41C653(LEMON)",
        "47I4223"
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        "48C163",
        "48C165",
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      "generated_text": "{\"iconclass-codes\": [\"71E324\"]}",
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        "45C15(ARROW)"
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      "generated_text": "{\"iconclass-codes\": [\"31A2516(+933)\", \"41D28\", \"41D283\", \"41D287\", \"41D289\", \"41D289:5(+12)\", \"41D289:5(+4)\", \"41D289:5(+51)\", \"41D289:5(+52)\", \"41D289:5(+53)\", \"41D289:5(+54)\", \"41D289:5(+55)\", \"41D289:5(+63)\", \"41D289:5(+64)\", \"41D289:5(+65)\", \"41D289:5(+66)\", \"41D289:5(+73)\", \"41D289:5(+74)\", \"41D289:5(+75)\", \"41D289:5(+76)\", \"41D289:5(+89)\"]}",
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        "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)",
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        "42G1"
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        "11M31"
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      "generated_text": "{\"iconclass-codes\": [\"86(VERITAS VITAE FUNDAMENTUM)\", \"49D36\", \"25G3(+21)\", \"11M31\"]}",
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        "48C1623",
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        "48C1627",
        "48C1628"
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        "31A2422",
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        "31D112:61B2(...)1",
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        "41D2662",
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        "61B:31D14"
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      "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+53)\", \"61B:31D14\"]}",
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        "92H4"
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        "31A2711",
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        "45C221:46A10",
        "45C221:46AA14",
        "45C221:46C13141"
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      "generated_text": "{\"iconclass-codes\": [\"24A6\", \"25F31(+5262)\", \"25H114\", \"25I12\", \"26C\", \"31A2711\", \"31D14\", \"41B162\", \"41D283\", \"45C19(SHIELD)\", \"45C22\", \"45C221\", \"45C221:25F3(+352)\", \"45C221:25G411\", \"45C221:25I12\", \"45C221:26A\", \"45C221:41D222\", \"45C221:46A10\", \"45C221:46AA14\", \"45C221:46C13141\"]}",
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      "index": 700,
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        "49L12(E)"
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      "generated_text": "{\"iconclass-codes\": [\"49L17\", \"49M413\", \"49M3\", \"49L12(E)\"]}",
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        "61B(+53)"
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        "25G3",
        "41A671"
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      "generated_text": "{\"iconclass-codes\": [\"25G3\", \"41A671\"]}",
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      "index": 702,
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        "25F23(LION)(+15)",
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        "25I13",
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        "31A233",
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        "31A25411",
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        "86(NON TANDEM CREBRO OVABEE)",
        "41A32",
        "57AA621",
        "57BB2",
        "57AA622"
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      "generated_text": "{\"iconclass-codes\": [\"86(NON TANDEM CREBRO OVABEE)\", \"41A32\", \"57AA621\", \"57BB2\", \"57AA622\"]}",
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      "index": 703,
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        "11QQ7121(CHAPEL)",
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        "31A25231(+917)",
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        "86(INSTES MODO JOVA JUVABIT)"
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        "25H18",
        "49MM32",
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        "54F12(+4)",
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        "56BB1(+4)",
        "86(INSTES MODO JOVA IUVABIT)"
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      "generated_text": "{\"iconclass-codes\": [\"11Q756\", \"22C31\", \"25H18\", \"49MM32\", \"49N\", \"49N0:5(+113)\", \"54A43(+4)\", \"54F12(+4)\", \"56B1(+4)\", \"56BB1(+4)\", \"86(INSTES MODO JOVA IUVABIT)\"]}",
      "valid_json": true,
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      "index": 704,
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        "31D15:61BB",
        "61B(+53)"
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      "generated_text": "{\"iconclass-codes\": [\"31A2421\", \"31D15:61BB\", \"61B(+53)\"]}",
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      "index": 705,
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        "46C11"
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        "41D2713",
        "41D2714",
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        "41D2716",
        "41D2717",
        "41D2718"
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      "generated_text": "{\"iconclass-codes\": [\"25F39(DOVE)(+1)\", \"25G11\", \"25G13\", \"25H114\", \"26A\", \"31AA2352(+89)\", \"31D15\", \"41C7111\", \"41D211(+82)\", \"41D2339\", \"41D27\", \"41D271\", \"41D2710\", \"41D2711\", \"41D2712\", \"41D2713\", \"41D2714\", \"41D2715\", \"41D2716\", \"41D2717\", \"41D2718\"]}",
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        "25F26(HARE)",
        "34B11",
        "43C114"
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      "generated_text": "{\"iconclass-codes\": [\"25F26(HARE)\", \"34B11\", \"43C114\"]}",
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      "index": 707,
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        "61D(ITALY)",
        "61D(SICILY)"
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      "generated_text": "{\"iconclass-codes\": [\"25A3\", \"61D(ITALY)\", \"61D(SICILY)\"]}",
      "valid_json": true,
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      "index": 708,
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        "49L12(C)"
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      "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(C)\"]}",
      "valid_json": true,
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        "49L12(A)"
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      "valid_json": true,
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        "49L12(B)"
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      "generated_text": "{\"iconclass-codes\": [\"49L171\", \"49M413\", \"49M3\", \"49L12(B)\"]}",
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        "31A24(+1)",
        "61B(+52)",
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      "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31D14\"]}",
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        "25G4(...)"
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      "generated_text": "{\"iconclass-codes\": [\"25G4(...)\"]}",
      "valid_json": true,
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      "index": 713,
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        "31000",
        "31A236(+0)",
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        "31A534",
        "31AA2534",
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        "31E2355(+0)"
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        "41D271",
        "41D272"
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      "generated_text": "{\"iconclass-codes\": [\"25G3\", \"25H114\", \"26A\", \"31A233(+933)\", \"31A236\", \"31A2711\", \"31AA2512(+933)\", \"31D14\", \"31D16\", \"31E234631\", \"31F26\", \"41D211(+81)\", \"41D221(+81)\", \"41D233(+81)\", \"41D27(+81)\", \"41D271\", \"41D272\"]}",
      "valid_json": true,
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        "31A2421",
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        "31A2422",
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        "61B:31D14"
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      "generated_text": "{\"iconclass-codes\": [\"31A2422\", \"61B(+52)\", \"61B:31D14\"]}",
      "valid_json": true,
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      "index": 715,
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        "25H213",
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        "46C112"
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        "25H13",
        "46C11"
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      "generated_text": "{\"iconclass-codes\": [\"25H13\", \"46C11\"]}",
      "valid_json": true,
      "valid_code_count": 2,
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      "index": 716,
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        "43"
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        "43A12"
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      "generated_text": "{\"iconclass-codes\": [\"43A12\"]}",
      "valid_json": true,
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      "index": 717,
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        "11M43"
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        "45C16(CANNON)",
        "92B371"
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      "generated_text": "{\"iconclass-codes\": [\"45C16(CANNON)\", \"92B371\"]}",
      "valid_json": true,
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        "61B:31D14"
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      "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"61B(+52)\", \"61B:31D14\"]}",
      "valid_json": true,
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      "generated_text": "{\"iconclass-codes\": [\"73D641\"]}",
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        "46B41"
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      "predicted_codes": [
        "46A14",
        "25F62(COD)",
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      "generated_text": "{\"iconclass-codes\": [\"46A14\", \"25F62(COD)\", \"31D14\"]}",
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    {
      "index": 787,
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        "46C131"
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      "generated_text": "{\"iconclass-codes\": [\"25H13\", \"46C131\"]}",
      "valid_json": true,
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  ]
}