Video Prediction on Human3.6M

Metric: MSE (lower is better)

LeaderboardDataset

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#	Model↕	MSE▲	Extra Data	Paper	Date↕	Code
1	IAM4VP	126	No	Implicit Stacked Autoregressive Model for Video ...	2023-03-14	Code
2	FFINet	233	No	Fast Fourier Inception Networks for Occluded Vid...	2023-06-17	Code
3	SimVP	316	No	SimVP: Simpler yet Better Video Prediction	2022-06-09	Code
4	SwinLSTM	332	No	-	-	Code
5	PhyDNet	369	No	Disentangling Physical Dynamics from Unknown Fac...	2020-03-03	Code
6	MIM	429.9	No	Memory In Memory: A Predictive Neural Network fo...	2018-11-19	Code
7	E3D-LSTM	464	No	-	-	Code
8	PredRNN	484.1	No	-	-	-
9	FRNN	497.7	No	Folded Recurrent Neural Networks for Future Vide...	2017-12-01	Code

#1IAM4VPSOTA
126
MSE· 2023-03-14
Implicit Stacked Autoregressive Model for Video Prediction Code
#2FFINet
233
MSE· 2023-06-17
Fast Fourier Inception Networks for Occluded Video Prediction Code
#3SimVPSOTA
316
MSE· 2022-06-09
SimVP: Simpler yet Better Video Prediction Code
#4SwinLSTM
332
MSE
No paperCode
#5PhyDNetSOTA
369
MSE· 2020-03-03
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction Code
#6MIMSOTA
429.9
MSE· 2018-11-19
Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics Code
#7E3D-LSTM
464
MSE
No paperCode
#8PredRNN
484.1
MSE
No paper
#9FRNNSOTA
497.7
MSE· 2017-12-01
Folded Recurrent Neural Networks for Future Video Prediction Code