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Models/AudioLDM2-large

AudioLDM2-large

Reported on 14 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Audio14 results

Audio GenerationonAudioCaps
CLAP_LAION· 2023-08-10
0.53
best: 0.71 (Audiobox Sound)
SOTA
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining arXiv:2308.05734
Audio GenerationonAudioCaps
CLAP_MS· 2023-08-10
0.37
best: 0.668 (GenAu-Large)
SOTA
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining arXiv:2308.05734
Audio GenerationonAudioCaps
IS· 2023-08-10
8.55
best: 14.36 (ETTA)
SOTA
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining arXiv:2308.05734
Audio GenerationonAudioCaps
KL_passt· 2023-08-10
1.68
best: 2.89 (Stable Audio)
SOTA
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining arXiv:2308.05734
Text-to-Music GenerationonMusicCaps
CLAP_LAION· 2023-08-10
0.48
best: 0.51 (ETTA)
SOTA
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining arXiv:2308.05734
Text-to-Music GenerationonMusicCaps
CLAP_MS· 2023-08-10
0.47
best: 0.53 (ETTA)
SOTA
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining arXiv:2308.05734
Text-to-Music GenerationonMusicCaps
FD· 2023-08-10
16.34
best: 36.42 (Stable Audio Open)
SOTA
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining arXiv:2308.05734
Text-to-Music GenerationonMusicCaps
IS· 2023-08-10
2.59
best: 3.32 (ETTA)
SOTA
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining arXiv:2308.05734
Audio GenerationonAudioCaps
FAD· 2023-08-10
2.02
best: 7.75 (Diffsound)
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining arXiv:2308.05734
Audio GenerationonAudioCaps
FD· 2023-08-10
26.18
best: 47.68 (Diffsound)
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining arXiv:2308.05734
Audio GenerationonAudioCaps
FD_openl3· 2023-08-10
158.04
best: 185.53 (AudioGen)
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining arXiv:2308.05734
Text-to-Music GenerationonMusicCaps
FAD· 2023-08-10
2.93
best: 13.4 (Riffusion)
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining arXiv:2308.05734
Text-to-Music GenerationonMusicCaps
FD_openl3· 2023-08-10
190.16
best: 354.05 (AudioLDM2-music)
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining arXiv:2308.05734
Text-to-Music GenerationonMusicCaps
KL_passt· 2023-08-10
1
best: 1.87 (UniAudio)
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining arXiv:2308.05734