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Models/LVT

LVT

Reported on 12 benchmarks across 3 tasks · 1 paper · 2 SOTA

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

Computer Vision6 results

VideoonKinetics-600 12 frames, 64x64
FVD· 2020-06-18
224.73
SOTA
Latent Video Transformer arXiv:2006.10704
VideoonBAIR Robot Pushing
Cond· 2020-06-18
1
best: 4 (MoCoGAN)
Latent Video Transformer arXiv:2006.10704
VideoonBAIR Robot Pushing
Pred· 2020-06-18
15
best: 28 (MCVD : c2t5p28)
Latent Video Transformer arXiv:2006.10704
VideoonBAIR Robot Pushing
Train· 2020-06-18
15
best: 20 (RaMViD)
Latent Video Transformer arXiv:2006.10704
VideoonKinetics-600 12 frames, 64x64
Cond· 2020-06-18
5
Latent Video Transformer arXiv:2006.10704
VideoonKinetics-600 12 frames, 64x64
Pred· 2020-06-18
11
best: 12 (Video VQ-VAE FVD)
Latent Video Transformer arXiv:2006.10704

Time Series3 results

Video PredictiononKinetics-600 12 frames, 64x64
FVD· 2020-06-18
224.73
SOTA
Latent Video Transformer arXiv:2006.10704
Video PredictiononKinetics-600 12 frames, 64x64
Cond· 2020-06-18
5
Latent Video Transformer arXiv:2006.10704
Video PredictiononKinetics-600 12 frames, 64x64
Pred· 2020-06-18
11
best: 12 (Video VQ-VAE FVD)
Latent Video Transformer arXiv:2006.10704

Natural Language Processing3 results

Video GenerationonBAIR Robot Pushing
Cond· 2020-06-18
1
best: 4 (MoCoGAN)
Latent Video Transformer arXiv:2006.10704
Video GenerationonBAIR Robot Pushing
Pred· 2020-06-18
15
best: 28 (MCVD : c2t5p28)
Latent Video Transformer arXiv:2006.10704
Video GenerationonBAIR Robot Pushing
Train· 2020-06-18
15
best: 20 (RaMViD)
Latent Video Transformer arXiv:2006.10704