Video on Human3.6M

Metric: MAE (lower is better)

LeaderboardDataset

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	IAM4VP	1120	No	Implicit Stacked Autoregressive Model for Video ...	2023-03-14	Code
2	SwinLSTM	1190	No	-	-	Code
3	FFINet	1190	No	Fast Fourier Inception Networks for Occluded Vid...	2023-06-17	Code
4	SimVP	1510	No	SimVP: Simpler yet Better Video Prediction	2022-06-09	Code
5	PhyDNet	1620	No	Disentangling Physical Dynamics from Unknown Fac...	2020-03-03	Code
6	E3D-LSTM	1660	No	-	-	Code
7	MIM	1782.8	No	Memory In Memory: A Predictive Neural Network fo...	2018-11-19	Code
8	PredRNN	1895.2	No	-	-	-
9	FRNN	1901.1	No	Folded Recurrent Neural Networks for Future Vide...	2017-12-01	Code

#1IAM4VPSOTA
1120
MAE· 2023-03-14
Implicit Stacked Autoregressive Model for Video Prediction Code
#2SwinLSTM
1190
MAE
No paperCode
#3FFINet
1190
MAE· 2023-06-17
Fast Fourier Inception Networks for Occluded Video Prediction Code
#4SimVPSOTA
1510
MAE· 2022-06-09
SimVP: Simpler yet Better Video Prediction Code
#5PhyDNetSOTA
1620
MAE· 2020-03-03
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction Code
#6E3D-LSTM
1660
MAE
No paperCode
#7MIMSOTA
1782.8
MAE· 2018-11-19
Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics Code
#8PredRNN
1895.2
MAE
No paper
#9FRNNSOTA
1901.1
MAE· 2017-12-01
Folded Recurrent Neural Networks for Future Video Prediction Code