Video Generation on UCF-101 16 frames, Unconditional, Single GPU

14개 결과 · ⬇ CSV · JSON

Inception Score

Rank	Model	Inception Score	Paper	Code	Year
1	TGAN-F	22.91	Lower Dimensional Kernels for Video Discriminators	HappyBahman/ldvdGAN	2019
2	TGANv2	21.45	Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN	pfnet-research/tgan2 · Zasder3/Tganv2-PyTorch-Train-Sparsely--Generate-Densely	2018
3	TGANv2-ODE	21.02	Latent Neural Differential Equations for Video Generation	Zasder3/Latent-Neural-Differential-Equations-for-Video-Generation	2020
4	MoCoGAN	12.42	MoCoGAN: Decomposing Motion and Content for Video Generation	sergeytulyakov/mocogan · DLHacks/mocogan · UBC-Computer-Vision-Group/DwNet · +2	2017
5	MoCoGAN-MDP	11.86	Markov Decision Process for Video Generation		2019
6	TGAN-SVC	11.85	Temporal Generative Adversarial Nets with Singular Value Clipping	universome/stylegan-v · pfnet-research/tgan2 · pfnet-research/tgan · +1	2016
7	VGAN	8.18	Generating Videos with Scene Dynamics		2016
8	TGAN-F	22.91	Lower Dimensional Kernels for Video Discriminators	HappyBahman/ldvdGAN	2019
9	TGANv2	21.45	Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN	pfnet-research/tgan2 · Zasder3/Tganv2-PyTorch-Train-Sparsely--Generate-Densely	2018
10	TGANv2-ODE	21.02	Latent Neural Differential Equations for Video Generation	Zasder3/Latent-Neural-Differential-Equations-for-Video-Generation	2020