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Models/DIGAN (128x128, class-conditional)

DIGAN (128x128, class-conditional)

Reported on 6 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Computer Vision3 results

VideoonUCF-101
Inception Score· 2022-02-21
59.68
best: 87.68 (HPDM-L)
SOTA
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks arXiv:2202.10571
VideoonUCF-101
KVD16· 2022-02-21
39.6
best: 148 (MCVD)
SOTA
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks arXiv:2202.10571
VideoonUCF-101
FVD16· 2022-02-21
465
best: 2460 (MCVD)
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks arXiv:2202.10571

Natural Language Processing3 results

Video GenerationonUCF-101
Inception Score· 2022-02-21
59.68
best: 87.68 (HPDM-L)
SOTA
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks arXiv:2202.10571
Video GenerationonUCF-101
KVD16· 2022-02-21
39.6
best: 148 (MCVD)
SOTA
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks arXiv:2202.10571
Video GenerationonUCF-101
FVD16· 2022-02-21
465
best: 2460 (MCVD)
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks arXiv:2202.10571