Video on BAIR Robot Pushing

Metric: Cond (higher is better)

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

#1MoCoGANSOTA
4
Cond· 2017-07-17
MoCoGAN: Decomposing Motion and Content for Video Generation Code
#2VideoFlow
3
Cond· 2019-03-04
VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation Code
#3MCVD : c2t5p14
2
Cond· 2022-05-19
MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation Code
#4SAVP (from FVD)
2
Cond· 2018-04-04
Stochastic Adversarial Video Prediction Code
#5MCVD : c2t5p28
2
Cond· 2022-05-19
MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation Code
#6Hier-VRNN
2
Cond· 2019-04-27
Improved Conditional VRNNs for Video Prediction Code
#7SAVP (from vRNN)
2
Cond· 2018-04-04
Stochastic Adversarial Video Prediction Code
#8VRNN 1L
2
Cond· 2019-04-27
Improved Conditional VRNNs for Video Prediction Code
#9SAVP (from SRVP)
2
Cond· 2018-04-04
Stochastic Adversarial Video Prediction Code
#10WAM
2
Cond· 2020-02-23
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction Code
#11SRVP
2
Cond· 2020-02-21
Stochastic Latent Residual Video Prediction Code
#12SLAMP
2
Cond· 2021-08-05
SLAMP: Stochastic Latent Appearance and Motion Prediction Code
#13SVG (from SRVP)
2
Cond· 2018-02-21
Stochastic Video Generation with a Learned Prior Code
#14SVG-LP (from vRNN)
2
Cond· 2018-02-21
Stochastic Video Generation with a Learned Prior Code
#15SV2P (from FVD)
2
Cond· 2017-10-30
Stochastic Variational Video Prediction Code
#16CDNA (from FVD)SOTA
2
Cond· 2016-05-23
Unsupervised Learning for Physical Interaction through Video Prediction Code
#17SVG-FP (from FVD)
2
Cond· 2018-02-21
Stochastic Video Generation with a Learned Prior Code
#18SV2P (from SRVP)
2
Cond· 2017-10-30
Stochastic Variational Video Prediction Code
#19SAVP-VAE (from WAM)
2
Cond· 2018-04-04
Stochastic Adversarial Video Prediction Code
#20MAGVIT
1
Cond· 2022-12-10
MAGVIT: Masked Generative Video Transformer Code
#21RaMViD
1
Cond· 2022-06-15
Diffusion Models for Video Prediction and Infilling Code
#22NUWA
1
Cond· Extra Data· 2021-11-24
NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion Code
#23MCVD : c1t5p15
1
Cond· 2022-05-19
MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation Code
#24FitVid
1
Cond· 2021-06-24
FitVid: Overfitting in Pixel-Level Video Prediction Code
#25Video Transformer
1
Cond· 2019-06-06
Scaling Autoregressive Video Models Code
#26CCVS
1
Cond· 2021-07-16
CCVS: Context-aware Controllable Video Synthesis Code
#27VideoGPT
1
Cond· 2021-04-20
VideoGPT: Video Generation using VQ-VAE and Transformers Code
#28TrIVD-GAN-FP
1
Cond· 2020-03-09
Transformation-based Adversarial Video Prediction on Large-Scale Data
#29DVD-GAN-FP
1
Cond· 2019-07-15
Adversarial Video Generation on Complex Datasets Code
#30LVT
1
Cond· 2020-06-18
Latent Video Transformer Code
#31Baseline (from LVT)
1
Cond· 2020-06-18
Latent Video Transformer Code