vctrans_rank / eval /eval_epoch_4.json
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{
"model": "whisper-small-mMiniLM",
"pretrained": "checkpoints/epoch_4.pt",
"n_clips": 505,
"languages": {
"de": 234,
"en": 250,
"fr": 13,
"ko": 6,
"zh": 2
},
"retrieval": {
"audio2text": {
"R@1": 0.9524752475247524,
"R@5": 0.9801980198019802,
"R@10": 0.9881188118811881,
"median_rank": 1.0
},
"text2audio": {
"R@1": 0.9702970297029703,
"R@5": 0.9900990099009901,
"R@10": 0.996039603960396,
"median_rank": 1.0
}
},
"corruption": {
"rho_pooled": -0.7196775029693474,
"mean_score_by_level": {
"0.00": 0.48133614659309387,
"0.10": 0.02200370281934738,
"0.20": -0.18072234094142914,
"0.30": -0.2807057499885559,
"0.50": -0.3603103756904602,
"0.70": -0.38806653022766113,
"1.00": -0.4033925533294678
},
"monotonic_decreasing": true,
"rho_by_language": {
"de": -0.7445624104309783,
"en": -0.7046188861729308,
"fr": -0.7793119923554707,
"ko": -0.6763633417065068
}
}
}