Video Generation on BAIR Robot Pushing

Metric: Pred (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Pred▼	Extra Data	Paper	Date↕	Code
1	MCVD : c2t5p28	28	No	MCVD: Masked Conditional Video Diffusion for Pre...	2022-05-19	Code
2	Hier-VRNN	28	No	Improved Conditional VRNNs for Video Prediction	2019-04-27	Code
3	SAVP (from vRNN)	28	No	Stochastic Adversarial Video Prediction	2018-04-04	Code
4	VRNN 1L	28	No	Improved Conditional VRNNs for Video Prediction	2019-04-27	Code
5	SAVP (from SRVP)	28	No	Stochastic Adversarial Video Prediction	2018-04-04	Code
6	WAM	28	No	Exploring Spatial-Temporal Multi-Frequency Analy...	2020-02-23	Code
7	SRVP	28	No	Stochastic Latent Residual Video Prediction	2020-02-21	Code
8	SLAMP	28	No	SLAMP: Stochastic Latent Appearance and Motion P...	2021-08-05	Code
9	SVG (from SRVP)	28	No	Stochastic Video Generation with a Learned Prior	2018-02-21	Code
10	SVG-LP (from vRNN)	28	No	Stochastic Video Generation with a Learned Prior	2018-02-21	Code
11	SV2P (from SRVP)	28	No	Stochastic Variational Video Prediction	2017-10-30	Code
12	SAVP-VAE (from WAM)	28	No	Stochastic Adversarial Video Prediction	2018-04-04	Code
13	MAGVIT	15	No	MAGVIT: Masked Generative Video Transformer	2022-12-10	Code
14	RaMViD	15	No	Diffusion Models for Video Prediction and Infill...	2022-06-15	Code
15	NUWA	15	Yes	NÜWA: Visual Synthesis Pre-training for Neural v...	2021-11-24	Code
16	MCVD : c1t5p15	15	No	MCVD: Masked Conditional Video Diffusion for Pre...	2022-05-19	Code
17	FitVid	15	No	FitVid: Overfitting in Pixel-Level Video Predict...	2021-06-24	Code
18	Video Transformer	15	No	Scaling Autoregressive Video Models	2019-06-06	Code
19	CCVS	15	No	CCVS: Context-aware Controllable Video Synthesis	2021-07-16	Code
20	VideoGPT	15	No	VideoGPT: Video Generation using VQ-VAE and Tran...	2021-04-20	Code
21	TrIVD-GAN-FP	15	No	Transformation-based Adversarial Video Predictio...	2020-03-09	-
22	DVD-GAN-FP	15	No	Adversarial Video Generation on Complex Datasets	2019-07-15	Code
23	LVT	15	No	Latent Video Transformer	2020-06-18	Code
24	Baseline (from LVT)	15	No	Latent Video Transformer	2020-06-18	Code
25	MCVD : c2t5p14	14	No	MCVD: Masked Conditional Video Diffusion for Pre...	2022-05-19	Code
26	SAVP (from FVD)	14	No	Stochastic Adversarial Video Prediction	2018-04-04	Code
27	SV2P (from FVD)	14	No	Stochastic Variational Video Prediction	2017-10-30	Code
28	CDNA (from FVD)	14	No	Unsupervised Learning for Physical Interaction t...	2016-05-23	Code
29	SVG-FP (from FVD)	14	No	Stochastic Video Generation with a Learned Prior	2018-02-21	Code
30	MoCoGAN	12	No	MoCoGAN: Decomposing Motion and Content for Vide...	2017-07-17	Code