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vctrans_rank

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vctrans_rank
File size: 1,053 Bytes
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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": 0.8752475247524752,
      "R@5": 0.9643564356435643,
      "R@10": 0.9722772277227723,
      "median_rank": 1.0
    },
    "text2audio": {
      "R@1": 0.897029702970297,
      "R@5": 0.9702970297029703,
      "R@10": 0.9821782178217822,
      "median_rank": 1.0
    }
  },
  "corruption": {
    "rho_pooled": -0.7401337582761386,
    "mean_score_by_level": {
      "0.00": 0.4388769268989563,
      "0.10": 0.07589048147201538,
      "0.20": -0.12726932764053345,
      "0.30": -0.23286470770835876,
      "0.50": -0.3352046012878418,
      "0.70": -0.37246957421302795,
      "1.00": -0.39327743649482727
    },
    "monotonic_decreasing": true,
    "rho_by_language": {
      "de": -0.7553123606757485,
      "en": -0.7381572645644713,
      "fr": -0.740133779264214,
      "ko": -0.4648731869378495
    }
  }
}