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GTI_GERENCIADOR_FISCAL/fiscal/docs/NCM_RETRIEVAL_EVALUATION_V2.json
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gti d21a9d1140 Add 'fiscal/' from commit '102ba84500dbd9655a0471288c3e278652593ca9' 
git-subtree-dir: fiscal
git-subtree-mainline: d95165fc8f
git-subtree-split: 102ba84500
2026-09-29 14:43:23 -03:00

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{
"artifact": "NCM_RETRIEVAL_EVALUATION_V2",
"eval_total": 200,
"quality_counts": {
"GOLD": 65,
"SILVER": 118,
"NOISY": 17
},
"lexicon_size": 644,
"lexicon_sample": {
"100M": "100MT",
"10A": "10AM",
"10M": "10MT",
"20A": "20AM",
"20M": "20MT",
"220V": "220VX4600W",
"30M": "30MT",
"32M": "32MM",
"32X25": "32X25MM",
"40M": "40MM",
"4E0V": "4E0V4",
"4PC": "4PCA",
"50M": "50MT",
"5X100": "5X100MM",
"60M": "60MT",
"ACES": "ACESSORIO",
"ACHOC": "ACHOCOLATADO",
"ACO": "ACOPLADO",
"ACOPL": "ACOPLADA",
"ACQUA": "ACQUAMARINE",
"ACR": "ACRILICA",
"ACRIL": "ACRILICA",
"ADM": "ADMISSAO",
"ADVAN": "ADVANC",
"AERO": "AEROSOL",
"AFRIC": "AFRICANO",
"ALAV": "ALAVANCA",
"ALAVA": "ALAVANCA",
"ALC": "ALCOOL",
"ALE": "ALEJANDRA",
"ALF": "ALFAIATARIA",
"ALFA": "ALFAIATARIA",
"ALI": "ALINE",
"ALIC": "ALICATE",
"ALL": "ALLELA",
"ALMOF": "ALMOFADADO",
"ALUM": "ALUMASA",
"ALUMI": "ALUMINIO",
"AMEND": "AMENDOA",
"AMOR": "AMORI"
},
"overall": {
"OFFICIAL_ONLY": {
"total": 200,
"recall_at_1": 0.015,
"recall_at_5": 0.08,
"recall_at_10": 0.11,
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"recall_at_50": 0.195,
"mrr": 0.0456
},
"KB_ONLY": {
"total": 200,
"recall_at_1": 0.665,
"recall_at_5": 0.85,
"recall_at_10": 0.895,
"recall_at_20": 0.925,
"recall_at_50": 0.935,
"mrr": 0.7499
},
"HYBRID": {
"total": 200,
"recall_at_1": 0.635,
"recall_at_5": 0.855,
"recall_at_10": 0.9,
"recall_at_20": 0.92,
"recall_at_50": 0.935,
"mrr": 0.7325
}
},
"by_quality": {
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"recall_at_1": 0.0308,
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"recall_at_50": 0.1692,
"mrr": 0.0681
},
"KB_ONLY": {
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"recall_at_1": 0.7692,
"recall_at_5": 0.9077,
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"recall_at_50": 0.9538,
"mrr": 0.8276
},
"HYBRID": {
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"recall_at_1": 0.7846,
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"recall_at_20": 0.9538,
"recall_at_50": 0.9538,
"mrr": 0.8392
}
},
"SILVER": {
"OFFICIAL_ONLY": {
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"recall_at_1": 0.0085,
"recall_at_5": 0.0763,
"recall_at_10": 0.1186,
"recall_at_20": 0.1525,
"recall_at_50": 0.2373,
"mrr": 0.0398
},
"KB_ONLY": {
"total": 118,
"recall_at_1": 0.661,
"recall_at_5": 0.8814,
"recall_at_10": 0.9237,
"recall_at_20": 0.9661,
"recall_at_50": 0.9831,
"mrr": 0.7656
},
"HYBRID": {
"total": 118,
"recall_at_1": 0.6271,
"recall_at_5": 0.8898,
"recall_at_10": 0.9322,
"recall_at_20": 0.9576,
"recall_at_50": 0.9831,
"mrr": 0.7471
}
},
"NOISY": {
"OFFICIAL_ONLY": {
"total": 17,
"recall_at_1": 0.0,
"recall_at_5": 0.0,
"recall_at_10": 0.0,
"recall_at_20": 0.0,
"recall_at_50": 0.0,
"mrr": 0.0
},
"KB_ONLY": {
"total": 17,
"recall_at_1": 0.2941,
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"recall_at_10": 0.5294,
"recall_at_20": 0.5294,
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"mrr": 0.3442
},
"HYBRID": {
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"recall_at_1": 0.1176,
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"recall_at_10": 0.4706,
"recall_at_20": 0.5294,
"recall_at_50": 0.5294,
"mrr": 0.2235
}
}
},
"by_segment": {
"base_testes": {
"OFFICIAL_ONLY": {
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"KB_ONLY": {
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},
"HYBRID": {
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}
},
"construcao": {
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},
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},
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}
},
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},
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},
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}
},
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},
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},
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}
},
"restaurante": {
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},
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}
}
},
"llm_liberation_gate": {
"gold_recall_at_20_min": 0.8,
"gold_recall_at_50_preferred": 0.9
},
"cost_usd": 0.0
}
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