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Models/ZerAuCap

ZerAuCap

Reported on 12 benchmarks across 1 task · 1 paper · 8 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Audio12 results

  • Audio captioningonAudioCaps
    CIDEr· uses extra data· 2023-11-14
    28.1
    best: 50.2 (Audio Flamingo)
    SOTA
    Zero-shot audio captioning with audio-language model guidance and audio context keywordsarXiv:2311.08396
  • Audio captioningonAudioCaps
    METEOR· uses extra data· 2023-11-14
    12.3
    best: 20.5 (Audio Flamingo)
    SOTA
    Zero-shot audio captioning with audio-language model guidance and audio context keywordsarXiv:2311.08396
  • Audio captioningonAudioCaps
    ROUGE-L· uses extra data· 2023-11-14
    33.1
    best: 40.8 (Audio Flamingo)
    SOTA
    Zero-shot audio captioning with audio-language model guidance and audio context keywordsarXiv:2311.08396
  • Audio captioningonAudioCaps
    SPICE· uses extra data· 2023-11-14
    8.6
    best: 15.1 (Audio Flamingo)
    SOTA
    Zero-shot audio captioning with audio-language model guidance and audio context keywordsarXiv:2311.08396
  • Audio captioningonAudioCaps
    SPIDEr· uses extra data· 2023-11-14
    18.3
    best: 32.6 (Audio Flamingo)
    SOTA
    Zero-shot audio captioning with audio-language model guidance and audio context keywordsarXiv:2311.08396
  • Audio captioningonClotho
    CIDEr· 2023-11-14
    14
    SOTA
    Zero-shot audio captioning with audio-language model guidance and audio context keywordsarXiv:2311.08396
  • Audio captioningonClotho
    SPICE· 2023-11-14
    5.3
    SOTA
    Zero-shot audio captioning with audio-language model guidance and audio context keywordsarXiv:2311.08396
  • Audio captioningonClotho
    SPIDEr· 2023-11-14
    9.7
    SOTA
    Zero-shot audio captioning with audio-language model guidance and audio context keywordsarXiv:2311.08396
  • Audio captioningonAudioCaps
    BLEU-4· uses extra data· 2023-11-14
    6.8
    best: 14.3 (Audio Flamingo)
    Zero-shot audio captioning with audio-language model guidance and audio context keywordsarXiv:2311.08396
  • Audio captioningonClotho
    BLEU-4· 2023-11-14
    2.9
    best: 19 (VAST)
    Zero-shot audio captioning with audio-language model guidance and audio context keywordsarXiv:2311.08396
  • Audio captioningonClotho
    METEOR· 2023-11-14
    9.4
    best: 19.3 (VAST)
    Zero-shot audio captioning with audio-language model guidance and audio context keywordsarXiv:2311.08396
  • Audio captioningonClotho
    ROUGE-L· 2023-11-14
    25.4
    best: 40.8 (VAST)
    Zero-shot audio captioning with audio-language model guidance and audio context keywordsarXiv:2311.08396