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

Metric: Inception Score (higher is better)

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#	Model↕	Inception Score▼	Extra Data	Paper	Date↕	Code
1	TGAN-F	22.91	No	Lower Dimensional Kernels for Video Discriminators	2019-12-18	Code
2	TGANv2	21.45	No	Train Sparsely, Generate Densely: Memory-efficie...	2018-11-22	Code
3	TGANv2-ODE	21.02	No	Latent Neural Differential Equations for Video G...	2020-11-07	Code
4	MoCoGAN	12.42	No	MoCoGAN: Decomposing Motion and Content for Vide...	2017-07-17	Code
5	MoCoGAN-MDP	11.86	No	Markov Decision Process for Video Generation	2019-09-26	-
6	TGAN-SVC	11.85	No	Temporal Generative Adversarial Nets with Singul...	2016-11-21	Code
7	VGAN	8.18	No	Generating Videos with Scene Dynamics	2016-09-08	-

#1TGAN-FSOTA
22.91
Inception Score· 2019-12-18
Lower Dimensional Kernels for Video Discriminators Code
#2TGANv2SOTA
21.45
Inception Score· 2018-11-22
Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN Code
#3TGANv2-ODE
21.02
Inception Score· 2020-11-07
Latent Neural Differential Equations for Video Generation Code
#4MoCoGANSOTA
12.42
Inception Score· 2017-07-17
MoCoGAN: Decomposing Motion and Content for Video Generation Code
#5MoCoGAN-MDP
11.86
Inception Score· 2019-09-26
Markov Decision Process for Video Generation
#6TGAN-SVCSOTA
11.85
Inception Score· 2016-11-21
Temporal Generative Adversarial Nets with Singular Value Clipping Code
#7VGANSOTA
8.18
Inception Score· 2016-09-08
Generating Videos with Scene Dynamics