Upload Route1_v3_FairEval/fair_eval_results.json with huggingface_hub
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Route1_v3_FairEval/fair_eval_results.json
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{
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"test_pool_size": 22046,
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"train_size": 50000,
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"methods": {
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"SIGMA A (无力场)": {
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"mrr10": 0.89448,
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"r1": 0.85068,
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"r5": 0.94983,
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"r10": 0.96476,
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"median_rank": 1.0,
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"mean_rank": 22.68353,
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"p25_rank": 1.0,
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"p75_rank": 1.0,
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"p95_rank": 6.0,
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"pool_size": 22046
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},
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"SIGMA B (v3 力场)": {
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"mrr10": 0.92306,
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"r1": 0.8856,
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"r5": 0.96956,
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"r10": 0.97886,
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"median_rank": 1.0,
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"mean_rank": 14.61639,
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"p25_rank": 1.0,
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"p75_rank": 1.0,
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"p95_rank": 3.0,
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"pool_size": 22046
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},
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"CodeBERT (原生)": {
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"mrr10": 0.06934,
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"r1": 0.05693,
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"r5": 0.08582,
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"r10": 0.09725,
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"median_rank": 3660.0,
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"mean_rank": 5854.07856,
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"p25_rank": 641.5,
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"p75_rank": 9484.0,
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"p95_rank": 19248.75,
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"pool_size": 22046
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}
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},
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"delta_force_field": 0.02858,
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"delta_sigma_vs_codebert": 0.85372,
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"conclusion": "SIGMA优于CodeBERT"
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}
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