vctrans_rank / eval /eval_epoch_6.json
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{
"model": "whisper-small-mMiniLM",
"pretrained": "checkpoints/epoch_6.pt",
"n_clips": 505,
"languages": {
"de": 234,
"en": 250,
"fr": 13,
"ko": 6,
"zh": 2
},
"retrieval": {
"audio2text": {
"R@1": 0.9663366336633663,
"R@5": 0.9801980198019802,
"R@10": 0.9861386138613861,
"median_rank": 1.0
},
"text2audio": {
"R@1": 0.9742574257425742,
"R@5": 0.9881188118811881,
"R@10": 0.996039603960396,
"median_rank": 1.0
}
},
"corruption": {
"rho_pooled": -0.72400848839931,
"mean_score_by_level": {
"0.00": 0.47471046447753906,
"0.10": -0.038691386580467224,
"0.20": -0.22689513862133026,
"0.30": -0.3172323703765869,
"0.50": -0.3873421549797058,
"0.70": -0.40781593322753906,
"1.00": -0.42199137806892395
},
"monotonic_decreasing": true,
"rho_by_language": {
"de": -0.7663710604554267,
"en": -0.6988688839688485,
"fr": -0.7626532887402453,
"ko": -0.6492990843529698
}
}
}