Hitelcy commited on
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Add ESC-50 evaluation results via explicit mapping

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model_checkpoints/Primitive_Extractor/FSD50k/evaluation_result_of_part2_tested_on_esc50.json ADDED
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+ {
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+ "dataset": "ESC-50 (Full, including Fold 5)",
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+ "evaluation_method": "Explicit mapping ESC-50 \u2192 FSD50K",
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+ "total_samples_evaluated": 1040,
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+ "esc50_classes_mapped": 26,
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+ "fsd50k_classes_detected": 199,
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+ "metrics": {
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+ "mAP_macro_percent": 10.14,
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+ "micro_f1_score_percent": 18.69,
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+ "macro_f1_score_percent": 7.6,
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+ "top_1_accuracy_percent": 18.37
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+ },
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+ "checkpoint_used": "best_fsd50k_primitive_part1_and_2.pt",
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+ "analysis": "Cross-dataset evaluation via explicit class mapping. Top-1 Accuracy of 18.37% demonstrates how well the FSD50K-trained Primitive Extractor generalizes to ESC-50 environmental sounds."
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+ }