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vctrans_rank

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vctrans_rank
File size: 1,054 Bytes
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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
    }
  }
}