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Models/VideoGPT

VideoGPT

Reported on 14 benchmarks across 2 tasks · 2 papers · 2 SOTA

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

Computer Vision7 results

VideoonCelebV-HQ
FID· 2022-07-25
52.95
best: 17.95 (StyleGAN-V)
SOTA
CelebV-HQ: A Large-Scale Video Facial Attributes Dataset arXiv:2207.12393
VideoonCelebV-HQ
FVD· 2022-07-25
177.89
best: 212.41 (MoCoGAN-HD)
CelebV-HQ: A Large-Scale Video Facial Attributes Dataset arXiv:2207.12393
VideoonUCF-101 16 frames, 128x128, Unconditional
Inception Score· 2021-04-20
24.69
best: 28.87 (TGANv2 (2020))
VideoGPT: Video Generation using VQ-VAE and Transformers arXiv:2104.10157
VideoonBAIR Robot Pushing
Cond· 2021-04-20
1
best: 4 (MoCoGAN)
VideoGPT: Video Generation using VQ-VAE and Transformers arXiv:2104.10157
VideoonBAIR Robot Pushing
FVD score· 2021-04-20
103.3
best: 503 (MoCoGAN)
VideoGPT: Video Generation using VQ-VAE and Transformers arXiv:2104.10157
VideoonBAIR Robot Pushing
Pred· 2021-04-20
15
best: 28 (MCVD : c2t5p28)
VideoGPT: Video Generation using VQ-VAE and Transformers arXiv:2104.10157
VideoonBAIR Robot Pushing
Train· 2021-04-20
15
best: 20 (RaMViD)
VideoGPT: Video Generation using VQ-VAE and Transformers arXiv:2104.10157

Natural Language Processing7 results

Video GenerationonCelebV-HQ
FID· 2022-07-25
52.95
best: 17.95 (StyleGAN-V)
SOTA
CelebV-HQ: A Large-Scale Video Facial Attributes Dataset arXiv:2207.12393
Video GenerationonCelebV-HQ
FVD· 2022-07-25
177.89
best: 212.41 (MoCoGAN-HD)
CelebV-HQ: A Large-Scale Video Facial Attributes Dataset arXiv:2207.12393
Video GenerationonUCF-101 16 frames, 128x128, Unconditional
Inception Score· 2021-04-20
24.69
best: 28.87 (TGANv2 (2020))
VideoGPT: Video Generation using VQ-VAE and Transformers arXiv:2104.10157
Video GenerationonBAIR Robot Pushing
Cond· 2021-04-20
1
best: 4 (MoCoGAN)
VideoGPT: Video Generation using VQ-VAE and Transformers arXiv:2104.10157
Video GenerationonBAIR Robot Pushing
FVD score· 2021-04-20
103.3
best: 503 (MoCoGAN)
VideoGPT: Video Generation using VQ-VAE and Transformers arXiv:2104.10157
Video GenerationonBAIR Robot Pushing
Pred· 2021-04-20
15
best: 28 (MCVD : c2t5p28)
VideoGPT: Video Generation using VQ-VAE and Transformers arXiv:2104.10157
Video GenerationonBAIR Robot Pushing
Train· 2021-04-20
15
best: 20 (RaMViD)
VideoGPT: Video Generation using VQ-VAE and Transformers arXiv:2104.10157