eval_9b_reppen.json

{
  "summary": {
    "model": "davanstrien/qwen35-9b-iconclass-sft-brillfull",
    "dataset": "davanstrien/iconclass-vlm-brillfull",
    "split": "test",
    "num_evaluated": 788,
    "num_skipped": 0,
    "elapsed_seconds": 1666.1,
    "exact_match_accuracy": 0.0761,
    "hierarchical_f1": 0.5621,
    "code_precision": 0.3276,
    "code_recall": 0.2678,
    "code_f1": 0.2947,
    "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": [
        "31A25(+9321)",
        "48C731",
        "61B:31D14"
      ],
      "generated_text": "{\"iconclass-codes\": [\"31A25(+9321)\", \"48C731\", \"61B:31D14\"]}",
      "valid_json": true,
      "valid_code_count": 3,
      "total_predicted": 3,
      "exact_match": false,
      "hierarchical_f1": 0.6889663407716994,
      "code_precision": 0.3333333333333333,
      "code_recall": 0.125
    },
    {
      "index": 3,
      "gt_codes": [
        "71P4121"
      ],
      "predicted_codes": [
        "92D1916",
        "35",
        "48C7352",
        "41A6"
      ],
      "generated_text": "{\"iconclass-codes\": [\"92D1916\", \"35\", \"48C7352\", \"41A6\"]}",
      "valid_json": true,
      "valid_code_count": 4,
      "total_predicted": 4,
      "exact_match": false,
      "hierarchical_f1": 0.0,
      "code_precision": 0.0,
      "code_recall": 0.0
    },
    {
      "index": 4,
      "gt_codes": [
        "25I1"
      ],
      "predicted_codes": [
        "25I",
        "31D14",
        "31D15",
        "41A771:25D13(TIN)",
        "46B355"
      ],
      "generated_text": "{\"iconclass-codes\": [\"25I\", \"31D14\", \"31D15\", \"41A771:25D13(TIN)\", \"46B355\"]}",
      "valid_json": true,
      "valid_code_count": 5,
      "total_predicted": 5,
      "exact_match": false,
      "hierarchical_f1": 0.18999999999999997,
      "code_precision": 0.0,
      "code_recall": 0.0
    },
    {
      "index": 5,
      "gt_codes": [
        "92C2",
        "92C4"
      ],
      "predicted_codes": [
        "11G",
        "25F36(SWAN)",
        "48C7352"
      ],
      "generated_text": "{\"iconclass-codes\": [\"11G\", \"25F36(SWAN)\", \"48C7352\"]}",
      "valid_json": true,
      "valid_code_count": 3,
      "total_predicted": 3,
      "exact_match": false,
      "hierarchical_f1": 0.0,
      "code_precision": 0.0,
      "code_recall": 0.0
    },
    {
      "index": 6,
      "gt_codes": [
        "48B3",
        "48C513",
        "48C523",
        "61B2(HENDRIK BUSSERUS)11"
      ],
      "predicted_codes": [
        "48C513"
      ],
      "generated_text": "{\"iconclass-codes\": [\"48C513\"]}",
      "valid_json": true,
      "valid_code_count": 1,
      "total_predicted": 1,
      "exact_match": false,
      "hierarchical_f1": 0.7055016181229773,
      "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,
      "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 <Braunschweig-Wolfenb\u00fcttel, Herzog>)11"
      ],
      "generated_text": "{\"iconclass-codes\": [\"45C22\", \"61B2(AUGUST <Braunschweig-Wolfenb\\u00fcttel, Herzog>)11\"]}",
      "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(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,
      "code_precision": 0.0,
      "code_recall": 0.0
    },
    {
      "index": 12,
      "gt_codes": [
        "31A24(+1)",
        "31D15:61BB",
        "41D225",
        "41D2661",
        "41D2662",
        "46A122",
        "61B(+53)"
      ],
      "predicted_codes": [
        "31A24(+1)",
        "31D15:61BB",
        "41D222(RUFF)",
        "41D2661",
        "41D2662",
        "46A122",
        "61B(+53)"
      ],
      "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D15:61BB\", \"41D222(RUFF)\", \"41D2661\", \"41D2662\", \"46A122\", \"61B(+53)\"]}",
      "valid_json": true,
      "valid_code_count": 7,
      "total_predicted": 7,
      "exact_match": false,
      "hierarchical_f1": 0.9857142857142858,
      "code_precision": 0.8571428571428571,
      "code_recall": 0.8571428571428571
    },
    {
      "index": 13,
      "gt_codes": [
        "49D22(+0):13C222:49D36",
        "49E39",
        "5(+3)"
      ],
      "predicted_codes": [
        "11G",
        "49D22(+0)",
        "49E39"
      ],
      "generated_text": "{\"iconclass-codes\": [\"11G\", \"49D22(+0)\", \"49E39\"]}",
      "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": 14,
      "gt_codes": [
        "48A9876(+744)",
        "48A9861",
        "48A98211",
        "48A98333",
        "31AA2321",
        "31A2321",
        "48A9854",
        "11G1911"
      ],
      "predicted_codes": [
        "73C8614"
      ],
      "generated_text": "{\"iconclass-codes\": [\"73C8614\"]}",
      "valid_json": true,
      "valid_code_count": 1,
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      "code_precision": 0.0,
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    },
    {
      "index": 15,
      "gt_codes": [
        "25G4(Coriander)"
      ],
      "predicted_codes": [
        "25G4(Coriander)"
      ],
      "generated_text": "{\"iconclass-codes\": [\"25G4(Coriander)\"]}",
      "valid_json": true,
      "valid_code_count": 1,
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      "exact_match": true,
      "hierarchical_f1": 1.0,
      "code_precision": 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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      "hierarchical_f1": 0.8215067028538531,
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    {
      "index": 17,
      "gt_codes": [
        "73",
        "73B57"
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      "predicted_codes": [
        "73",
        "73B57"
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      "generated_text": "{\"iconclass-codes\": [\"73\", \"73B57\"]}",
      "valid_json": true,
      "valid_code_count": 2,
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      "hierarchical_f1": 1.0,
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    },
    {
      "index": 18,
      "gt_codes": [
        "49L17",
        "49M413",
        "49M3",
        "49L12(T)"
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      "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": [
        "25F44",
        "31D112",
        "46C24"
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      "generated_text": "{\"iconclass-codes\": [\"25F44\", \"31D112\", \"46C24\"]}",
      "valid_json": true,
      "valid_code_count": 3,
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      "hierarchical_f1": 0.5057856465380968,
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    {
      "index": 20,
      "gt_codes": [
        "71T551"
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      "predicted_codes": [
        "71F326"
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      "generated_text": "{\"iconclass-codes\": [\"71F326\"]}",
      "valid_json": true,
      "valid_code_count": 1,
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      "exact_match": false,
      "hierarchical_f1": 0.4000000000000001,
      "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": [
        "25F24(STAG)(+63)",
        "25G11",
        "25H114",
        "31A2352(+89)",
        "31D120:5(+123)",
        "34B11(+9512)",
        "43C111231",
        "43C1147",
        "45C15(ARROW)",
        "45C15(BOW)",
        "45C23",
        "56BB1(+4):56F2(+4)",
        "56F2515(+4)",
        "56FF2515(+4)",
        "86(DULCEDO VICTRIX)",
        "92D156"
      ],
      "generated_text": "{\"iconclass-codes\": [\"25F24(STAG)(+63)\", \"25G11\", \"25H114\", \"31A2352(+89)\", \"31D120:5(+123)\", \"34B11(+9512)\", \"43C111231\", \"43C1147\", \"45C15(ARROW)\", \"45C15(BOW)\", \"45C23\", \"56BB1(+4):56F2(+4)\", \"56F2515(+4)\", \"56FF2515(+4)\", \"86(DULCEDO VICTRIX)\", \"92D156\"]}",
      "valid_json": true,
      "valid_code_count": 16,
      "total_predicted": 16,
      "exact_match": false,
      "hierarchical_f1": 0.7067383147264557,
      "code_precision": 0.25,
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    {
      "index": 22,
      "gt_codes": [
        "41A3311",
        "41A721",
        "42G:61B2(...)13",
        "47I4222"
      ],
      "predicted_codes": [
        "31A25(+9321)",
        "41D221(HAT)",
        "61B(+53)"
      ],
      "generated_text": "{\"iconclass-codes\": [\"31A25(+9321)\", \"41D221(HAT)\", \"61B(+53)\"]}",
      "valid_json": true,
      "valid_code_count": 3,
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      "hierarchical_f1": 0.18267716535433068,
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    {
      "index": 23,
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        "31A2421",
        "31D15:61BB",
        "41D222(RABAT)",
        "61B(+52)"
      ],
      "predicted_codes": [
        "31A24(+1)",
        "31D15:61BB",
        "41D221(BOOGJESMUTS)",
        "41D222(RABAT)",
        "41D26611",
        "61B(+53)"
      ],
      "generated_text": "{\"iconclass-codes\": [\"31A24(+1)\", \"31D15:61BB\", \"41D221(BOOGJESMUTS)\", \"41D222(RABAT)\", \"41D26611\", \"61B(+53)\"]}",
      "valid_json": true,
      "valid_code_count": 6,
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      "hierarchical_f1": 0.9409305156007965,
      "code_precision": 0.3333333333333333,
      "code_recall": 0.5
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    {
      "index": 24,
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        "31A231",
        "31A2422",
        "44B1:61B(+2)",
        "61B(+55)",
        "61B:31A2212(+1)",
        "61B:31D14"
      ],
      "predicted_codes": [
        "31A231",
        "31A2422",
        "61B(+55)",
        "61B:31D14"
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      "generated_text": "{\"iconclass-codes\": [\"31A231\", \"31A2422\", \"61B(+55)\", \"61B:31D14\"]}",
      "valid_json": true,
      "valid_code_count": 4,
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      "hierarchical_f1": 0.8993350149048384,
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      "code_recall": 0.6666666666666666
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    {
      "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,
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      "hierarchical_f1": 0.9795918367346939,
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      "code_recall": 0.8333333333333334
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    {
      "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,
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      "hierarchical_f1": 0.8461538461538461,
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    },
    {
      "index": 27,
      "gt_codes": [
        "44C312",
        "44C35(SOCIALISMO)",
        "41C711",
        "61B2(LENIN, Vladimir)3",
        "61B2(KUN, Bela)3"
      ],
      "predicted_codes": [
        "46A17",
        "31D12(+53)",
        "48C91"
      ],
      "generated_text": "{\"iconclass-codes\": [\"46A17\", \"31D12(+53)\", \"48C91\"]}",
      "valid_json": true,
      "valid_code_count": 3,
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      "hierarchical_f1": 0.12406417112299466,
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    },
    {
      "index": 28,
      "gt_codes": [
        "11M3",
        "94O5"
      ],
      "predicted_codes": [
        "83(BOCCACCIO, De claris mulieribus)",
        "92B1",
        "92C4"
      ],
      "generated_text": "{\"iconclass-codes\": [\"83(BOCCACCIO, De claris mulieribus)\", \"92B1\", \"92C4\"]}",
      "valid_json": true,
      "valid_code_count": 3,
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    },
    {
      "index": 29,
      "gt_codes": [
        "44C312",
        "44B42",
        "61I(CONGRESSO DI BRUXELLES)",
        "54AA2"
      ],
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        "46B31",
        "45A20",
        "44C312",
        "44G19"
      ],
      "generated_text": "{\"iconclass-codes\": [\"46B31\", \"45A20\", \"44C312\", \"44G19\"]}",
      "valid_json": true,
      "valid_code_count": 4,
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      "code_precision": 0.25,
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    {
      "index": 30,
      "gt_codes": [
        "11I61",
        "44B111"
      ],
      "predicted_codes": [
        "49B24",
        "61B2"
      ],
      "generated_text": "{\"iconclass-codes\": [\"49B24\", \"61B2\"]}",
      "valid_json": true,
      "valid_code_count": 2,
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      "exact_match": false,
      "hierarchical_f1": 0.095,
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    },
    {
      "index": 31,
      "gt_codes": [
        "25G3(+351)",
        "25G3(+371)",
        "25H11",
        "25H216",
        "31B6235",
        "33A35",
        "34B11",
        "46C11",
        "46C131",
        "46C13142",
        "47I211",
        "47I221"
      ],
      "predicted_codes": [
        "25H11",
        "46C131"
      ],
      "generated_text": "{\"iconclass-codes\": [\"25H11\", \"46C131\"]}",
      "valid_json": true,
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      "generated_text": "{\"iconclass-codes\": [\"25F716(LOBSTER)\", \"25G21(APPLE)\", \"25G21(CHERRY)\", \"25G21(LEMON)\", \"25G21(MELON)\", \"25G21(POMEGRANATE)\", \"41C323\", \"41C653(APPLE)\", \"41C653(LEMON)\", \"47I4223\"]}",
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        "49L12(A)"
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        "57AA6121"
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      "generated_text": "{\"iconclass-codes\": [\"25F36(DUCK)\", \"41A7751\", \"43C113\"]}",
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        "92I71181"
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        "12A43",
        "12B61"
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      "index": 529,
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        "25G41(ERYSIMUM CHEIRI)",
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        "25F711(BUTTERFLY)",
        "25G4(ROSEMARY)",
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        "25G41(DAFFODIL)",
        "25G41(NARCISSUS)",
        "25G41(TULIP)",
        "25G411(HYACINTH)",
        "41A671",
        "41A773"
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        "11P3111",
        "11Q7324"
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        "49E81"
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      "generated_text": "{\"iconclass-codes\": [\"11M42\"]}",
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        "46C223"
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        "92D18(BOW)"
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        "31A511"
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        "48C901",
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      "generated_text": "{\"iconclass-codes\": [\"49M3\"]}",
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        "48B3:61B",
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        "48C511",
        "48C5111",
        "48C514(+414)",
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}