vctrans_rank / eval /eval_epoch_8.json
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{
"model": "whisper-small-mMiniLM",
"pretrained": "checkpoints/epoch_8.pt",
"n_clips": 505,
"languages": {
"de": 234,
"en": 250,
"fr": 13,
"ko": 6,
"zh": 2
},
"retrieval": {
"audio2text": {
"R@1": 0.9683168316831683,
"R@5": 0.9861386138613861,
"R@10": 0.9900990099009901,
"median_rank": 1.0
},
"text2audio": {
"R@1": 0.9762376237623762,
"R@5": 0.9900990099009901,
"R@10": 0.996039603960396,
"median_rank": 1.0
}
},
"corruption": {
"rho_pooled": -0.7362479543647985,
"mean_score_by_level": {
"0.00": 0.4849083721637726,
"0.10": -0.027176793664693832,
"0.20": -0.21912521123886108,
"0.30": -0.3105890452861786,
"0.50": -0.38032829761505127,
"0.70": -0.4020739793777466,
"1.00": -0.41746923327445984
},
"monotonic_decreasing": true,
"rho_by_language": {
"de": -0.7701798897389129,
"en": -0.7215627965452863,
"fr": -0.7688963210702342,
"ko": -0.666639656429787
}
}
}