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"dataset": {
"name": "FSD50K",
"source_part": "part_1",
"total_samples_evaluated": 8194,
"classes_detected": 199
},
"model": {
"checkpoint": "best_fsd50k_primitive.pt",
"architecture": "PrimitiveExtractor (Conv1d + LayerNorm + MultiheadAttention)",
"pretrained_base": "Clotho"
},
"metrics": {
"mAP_macro_percent": 61.25,
"micro_f1_score_percent": 56.63,
"macro_f1_score_percent": 43.46,
"top_1_hit_rate_percent": 80.84
},
"analysis": {
"mAP_note": "Higher than validation-only mAP (52.72%) because it includes training data and rare classes that were missing from the small validation split.",
"macro_f1_note": "Lower than Micro F1, indicating the model still has room to improve on the rarest classes (long-tail distribution).",
"top_1_note": "Excellent reliability. The model's highest confidence guess is a correct label 8 out of 10 times."
},
"metadata": {
"timestamp": "2026-10-06T09:10:26.818340",
"date": "October 06, 2026",
"repo": "Hitelcy/WindoneRepo2"
}
} |