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Models/DVD-GAN

DVD-GAN

Reported on 10 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.

Computer Vision5 results

VideoonKinetics-600 48 frames, 64x64
FID· 2019-07-15
12.92
SOTA
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
VideoonKinetics-600 48 frames, 64x64
Inception Score· 2019-07-15
219.05
SOTA
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
VideoonKinetics-600 12 frames, 64x64
FVD· 2019-07-15
31.1
best: 224.73 (LVT)
SOTA
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
VideoonKinetics-600 12 frames, 128x128
FID· 2019-07-15
2.16
SOTA
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
VideoonUCF-101 16 frames, 128x128, Unconditional
Inception Score
27.38
best: 28.87 (TGANv2 (2020))

Natural Language Processing5 results

Video GenerationonKinetics-600 48 frames, 64x64
FID· 2019-07-15
12.92
SOTA
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
Video GenerationonKinetics-600 48 frames, 64x64
Inception Score· 2019-07-15
219.05
SOTA
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
Video GenerationonKinetics-600 12 frames, 64x64
FVD· 2019-07-15
31.1
SOTA
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
Video GenerationonKinetics-600 12 frames, 128x128
FID· 2019-07-15
2.16
SOTA
Adversarial Video Generation on Complex Datasets arXiv:1907.06571
Video GenerationonUCF-101 16 frames, 128x128, Unconditional
Inception Score
27.38
best: 28.87 (TGANv2 (2020))