Video on Human3.6M

Metric: SSIM (higher is better)

LeaderboardDataset

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#	Model↕	SSIM▼	Extra Data	Paper	Date↕	Code
1	IAM4VP	0.942	No	Implicit Stacked Autoregressive Model for Video ...	2023-03-14	Code
2	SwinLSTM	0.913	No	-	-	Code
3	FFINet	0.912	No	Fast Fourier Inception Networks for Occluded Vid...	2023-06-17	Code
4	SimVP	0.904	No	SimVP: Simpler yet Better Video Prediction	2022-06-09	Code
5	PhyDNet	0.901	No	Disentangling Physical Dynamics from Unknown Fac...	2020-03-03	Code
6	E3D-LSTM	0.869	No	-	-	Code
7	MIM	0.79	No	Memory In Memory: A Predictive Neural Network fo...	2018-11-19	Code
8	PredRNN	0.781	No	-	-	-
9	FRNN	0.771	No	Folded Recurrent Neural Networks for Future Vide...	2017-12-01	Code

#1IAM4VPSOTA
0.942
SSIM· 2023-03-14
Implicit Stacked Autoregressive Model for Video Prediction Code
#2SwinLSTM
0.913
SSIM
No paperCode
#3FFINet
0.912
SSIM· 2023-06-17
Fast Fourier Inception Networks for Occluded Video Prediction Code
#4SimVPSOTA
0.904
SSIM· 2022-06-09
SimVP: Simpler yet Better Video Prediction Code
#5PhyDNetSOTA
0.901
SSIM· 2020-03-03
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction Code
#6E3D-LSTM
0.869
SSIM
No paperCode
#7MIMSOTA
0.79
SSIM· 2018-11-19
Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics Code
#8PredRNN
0.781
SSIM
No paper
#9FRNNSOTA
0.771
SSIM· 2017-12-01
Folded Recurrent Neural Networks for Future Video Prediction Code