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Models/ETTA

ETTA

Reported on 14 benchmarks across 2 tasks · 1 paper · 3 SOTA

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

Audio14 results

  • Audio GenerationonAudioCaps
    IS· 2024-12-26
    14.36
    SOTA
    ETTA: Elucidating the Design Space of Text-to-Audio ModelsarXiv:2412.19351
  • Text-to-Music GenerationonMusicCaps
    CLAP_MS· 2024-12-26
    0.53
    SOTA
    ETTA: Elucidating the Design Space of Text-to-Audio ModelsarXiv:2412.19351
  • Text-to-Music GenerationonMusicCaps
    IS· 2024-12-26
    3.32
    SOTA
    ETTA: Elucidating the Design Space of Text-to-Audio ModelsarXiv:2412.19351
  • Audio GenerationonAudioCaps
    CLAP_LAION· 2024-12-26
    0.54
    best: 0.71 (Audiobox Sound)
    ETTA: Elucidating the Design Space of Text-to-Audio ModelsarXiv:2412.19351
  • Audio GenerationonAudioCaps
    CLAP_MS· 2024-12-26
    0.43
    best: 0.668 (GenAu-Large)
    ETTA: Elucidating the Design Space of Text-to-Audio ModelsarXiv:2412.19351
  • Audio GenerationonAudioCaps
    FAD· 2024-12-26
    2.51
    best: 7.75 (Diffsound)
    ETTA: Elucidating the Design Space of Text-to-Audio ModelsarXiv:2412.19351
  • Audio GenerationonAudioCaps
    FD· 2024-12-26
    13.12
    best: 47.68 (Diffsound)
    ETTA: Elucidating the Design Space of Text-to-Audio ModelsarXiv:2412.19351
  • Audio GenerationonAudioCaps
    FD_openl3· 2024-12-26
    80.13
    best: 185.53 (AudioGen)
    ETTA: Elucidating the Design Space of Text-to-Audio ModelsarXiv:2412.19351
  • Audio GenerationonAudioCaps
    KL_passt· 2024-12-26
    1.22
    best: 2.89 (Stable Audio)
    ETTA: Elucidating the Design Space of Text-to-Audio ModelsarXiv:2412.19351
  • Text-to-Music GenerationonMusicCaps
    CLAP_LAION· 2024-12-26
    0.51
    ETTA: Elucidating the Design Space of Text-to-Audio ModelsarXiv:2412.19351
  • Text-to-Music GenerationonMusicCaps
    FAD· 2024-12-26
    1.91
    best: 13.4 (Riffusion)
    ETTA: Elucidating the Design Space of Text-to-Audio ModelsarXiv:2412.19351
  • Text-to-Music GenerationonMusicCaps
    FD· 2024-12-26
    10.06
    best: 36.42 (Stable Audio Open)
    ETTA: Elucidating the Design Space of Text-to-Audio ModelsarXiv:2412.19351
  • Text-to-Music GenerationonMusicCaps
    FD_openl3· 2024-12-26
    92.18
    best: 354.05 (AudioLDM2-music)
    ETTA: Elucidating the Design Space of Text-to-Audio ModelsarXiv:2412.19351
  • Text-to-Music GenerationonMusicCaps
    KL_passt· 2024-12-26
    0.84
    best: 1.87 (UniAudio)
    ETTA: Elucidating the Design Space of Text-to-Audio ModelsarXiv:2412.19351