Video Prediction on KTH

Metric: Params (M) (higher is better)

LeaderboardDataset

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#	Model↕	Params (M)▼	Extra Data	Paper	Date↕	Code
1	SVG-LP (from Grid-keypoints)	22.8	No	Stochastic Video Generation with a Learned Prior	2018-02-21	Code
2	SAVP (from Grid-keypoints)	17.6	No	Stochastic Adversarial Video Prediction	2018-04-04	Code
3	SV2P time-invariant (from Grid-keypoints)	8.3	No	Stochastic Variational Video Prediction	2017-10-30	Code
4	SV2P time-invariant (from Grid-keypoints)	8.3	No	Stochastic Variational Video Prediction	2017-10-30	Code
5	SAVP-VAE (from Grid-keypoints)	7.3	No	Stochastic Adversarial Video Prediction	2018-04-04	Code
6	Struct-VRNN (from Grid-keypoints)	2.3	No	Unsupervised Learning of Object Structure and Dy...	2019-06-19	Code
7	Grid-keypoints	2	No	Accurate Grid Keypoint Learning for Efficient Vi...	2021-07-28	Code

#1SVG-LP (from Grid-keypoints)SOTA
22.8
Params (M)· 2018-02-21
Stochastic Video Generation with a Learned Prior Code
#2SAVP (from Grid-keypoints)
17.6
Params (M)· 2018-04-04
Stochastic Adversarial Video Prediction Code
#3SV2P time-invariant (from Grid-keypoints)SOTA
8.3
Params (M)· 2017-10-30
Stochastic Variational Video Prediction Code
#4SV2P time-invariant (from Grid-keypoints)
8.3
Params (M)· 2017-10-30
Stochastic Variational Video Prediction Code
#5SAVP-VAE (from Grid-keypoints)
7.3
Params (M)· 2018-04-04
Stochastic Adversarial Video Prediction Code
#6Struct-VRNN (from Grid-keypoints)
2.3
Params (M)· 2019-06-19
Unsupervised Learning of Object Structure and Dynamics from Videos Code
#7Grid-keypoints
2
Params (M)· 2021-07-28
Accurate Grid Keypoint Learning for Efficient Video Prediction Code