vctrans_1n / eval /eval_epoch_2.json
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{
"model": "whisper-small-mMiniLM",
"pretrained": "checkpoints/epoch_2.pt",
"n_clips": 505,
"languages": {
"de": 234,
"en": 250,
"fr": 13,
"ko": 6,
"zh": 2
},
"retrieval": {
"audio2text": {
"R@1": 0.8138613861386138,
"R@5": 0.9485148514851485,
"R@10": 0.9702970297029703,
"median_rank": 1.0
},
"text2audio": {
"R@1": 0.8257425742574257,
"R@5": 0.9623762376237623,
"R@10": 0.9821782178217822,
"median_rank": 1.0
}
},
"corruption": {
"rho_pooled": -0.6868629605362447,
"mean_score_by_level": {
"0.00": 0.41985955834388733,
"0.10": 0.15411412715911865,
"0.20": -0.016005989164114,
"0.30": -0.10435359179973602,
"0.50": -0.19642424583435059,
"0.70": -0.22804836928844452,
"1.00": -0.24851612746715546
},
"monotonic_decreasing": true,
"rho_by_language": {
"de": -0.7138886963783546,
"en": -0.6817556754420865,
"fr": -0.6366778149386846,
"ko": -0.4026416011668423
}
}
}