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Models/DVD-GAN-FP

DVD-GAN-FP

Reported on 14 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 Vision7 results

VideoonBAIR Robot Pushing
FVD· 2019-07-15
109.8
best: 120.03 (DVG)
SOTA
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
VideoonBAIR Robot Pushing
Cond· 2019-07-15
1
best: 4 (MoCoGAN)
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
VideoonBAIR Robot Pushing
FVD score· 2019-07-15
109.8
best: 503 (MoCoGAN)
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
VideoonBAIR Robot Pushing
Pred· 2019-07-15
15
best: 28 (MCVD : c2t5p28)
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
VideoonBAIR Robot Pushing
Train· 2019-07-15
15
best: 20 (RaMViD)
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
VideoonKinetics-600 12 frames, 64x64
Cond· 2019-07-15
5
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
VideoonKinetics-600 12 frames, 64x64
Pred· 2019-07-15
11
best: 12 (Video VQ-VAE FVD)
Adversarial Video Generation on Complex Datasets arXiv:1907.06571

Natural Language Processing4 results

Video GenerationonBAIR Robot Pushing
Cond· 2019-07-15
1
best: 4 (MoCoGAN)
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
Video GenerationonBAIR Robot Pushing
FVD score· 2019-07-15
109.8
best: 503 (MoCoGAN)
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
Video GenerationonBAIR Robot Pushing
Pred· 2019-07-15
15
best: 28 (MCVD : c2t5p28)
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
Video GenerationonBAIR Robot Pushing
Train· 2019-07-15
15
best: 20 (RaMViD)
Adversarial Video Generation on Complex Datasets arXiv:1907.06571

Time Series3 results

Video PredictiononBAIR Robot Pushing
FVD· 2019-07-15
109.8
best: 120.03 (DVG)
SOTA
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
Video PredictiononKinetics-600 12 frames, 64x64
Cond· 2019-07-15
5
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
Video PredictiononKinetics-600 12 frames, 64x64
Pred· 2019-07-15
11
best: 12 (Video VQ-VAE FVD)
Adversarial Video Generation on Complex Datasets arXiv:1907.06571