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9.22k
Video > Video Generation
BAIR Robot Pushing
MoCoGAN
http://arxiv.org/abs/1707.04993v2
Pred
12
Video > Video Generation
BAIR Robot Pushing
MoCoGAN
http://arxiv.org/abs/1707.04993v2
Train
12
Video > Video Generation
BAIR Robot Pushing
SV2P (from SRVP)
http://arxiv.org/abs/1710.11252v2
FVD score
965±17
Video > Video Generation
BAIR Robot Pushing
SV2P (from SRVP)
http://arxiv.org/abs/1710.11252v2
Cond
2
Video > Video Generation
BAIR Robot Pushing
SV2P (from SRVP)
http://arxiv.org/abs/1710.11252v2
SSIM
0.8169±0.0086
Video > Video Generation
BAIR Robot Pushing
SV2P (from SRVP)
http://arxiv.org/abs/1710.11252v2
PSNR
20.39±0.27
Video > Video Generation
BAIR Robot Pushing
SV2P (from SRVP)
http://arxiv.org/abs/1710.11252v2
LPIPS
0.0912±0.0053
Video > Video Generation
BAIR Robot Pushing
SV2P (from SRVP)
http://arxiv.org/abs/1710.11252v2
Pred
28
Video > Video Generation
BAIR Robot Pushing
SV2P (from SRVP)
http://arxiv.org/abs/1710.11252v2
Train
12
Video > Video Generation
BAIR Robot Pushing
SAVP-VAE (from WAM)
http://arxiv.org/abs/1804.01523v1
Cond
2
Video > Video Generation
BAIR Robot Pushing
SAVP-VAE (from WAM)
http://arxiv.org/abs/1804.01523v1
SSIM
0.815
Video > Video Generation
BAIR Robot Pushing
SAVP-VAE (from WAM)
http://arxiv.org/abs/1804.01523v1
PSNR
19.09
Video > Video Generation
BAIR Robot Pushing
SAVP-VAE (from WAM)
http://arxiv.org/abs/1804.01523v1
Pred
28
Video > Video Generation
BAIR Robot Pushing
SAVP-VAE (from WAM)
http://arxiv.org/abs/1804.01523v1
Train
14
Video > Video Generation
UCF-101 16 frames, 64x64, Unconditional
Video Diffusion Model
https://arxiv.org/abs/2204.03458v2
Inception Score
57
Video > Video Generation
UCF-101 16 frames, 64x64, Unconditional
Video Diffusion Model
https://arxiv.org/abs/2204.03458v2
FID
295
Video > Video Generation
UCF-101 16 frames, 64x64, Unconditional
TGAN-ODE
https://arxiv.org/abs/2011.03864v3
Inception Score
15.20
Video > Video Generation
UCF-101 16 frames, 64x64, Unconditional
TGAN-ODE
https://arxiv.org/abs/2011.03864v3
FID
26512
Video > Video Generation
UCF-101 16 frames, 64x64, Unconditional
TGAN-F
https://arxiv.org/abs/1912.08860v1
Inception Score
13.62
Video > Video Generation
UCF-101 16 frames, 64x64, Unconditional
TGAN-F
https://arxiv.org/abs/1912.08860v1
FID
8943
Video > Video Generation
UCF-101 16 frames, 64x64, Unconditional
MoCoGAN
http://arxiv.org/abs/1707.04993v2
Inception Score
12.42
Video > Video Generation
UCF-101 16 frames, 64x64, Unconditional
MoCoGAN-MDP
https://arxiv.org/abs/1909.12400v1
Inception Score
11.86
Video > Video Generation
UCF-101 16 frames, 64x64, Unconditional
MoCoGAN-MDP
https://arxiv.org/abs/1909.12400v1
FVD
1277
Video > Video Generation
UCF-101 16 frames, 64x64, Unconditional
TGAN-SVC
http://arxiv.org/abs/1611.06624v3
Inception Score
11.85
Video > Video Generation
UCF-101 16 frames, 64x64, Unconditional
VGAN
http://arxiv.org/abs/1609.02612v3
Inception Score
8.18
Video > Video Generation
Kinetics-700
DiT-XL/2 + CVAE-FT-SE
https://arxiv.org/abs/2502.14831v1
FID
8.59
Video > Video Generation
Kinetics-700
DiT-XL/2 + CVAE-FT-SE
https://arxiv.org/abs/2502.14831v1
FVD
135.15
Video > Video Generation
LAION-400M
Imagen original (constant=6)
https://arxiv.org/abs/2210.02303v1
CLIP
25.19
Video > Video Generation
LAION-400M
Imagen original (constant=6)
https://arxiv.org/abs/2210.02303v1
CLIP R-Precision
92.12
Video > Video Generation
LAION-400M
Imagen fully distilled (oscillate (15,1))
https://arxiv.org/abs/2210.02303v1
CLIP R-Precision
90.97
Video > Video Generation
LAION-400M
Imagen distilled (constant=6)
https://arxiv.org/abs/2210.02303v1
CLIP
25.29
Video > Video Generation
LAION-400M
Imagen distilled (constant=6)
https://arxiv.org/abs/2210.02303v1
CLIP R-Precision
90.88
Video > Video Generation
LAION-400M
Imagen original (oscillate(15,1))
https://arxiv.org/abs/2210.02303v1
CLIP
25.03
Video > Video Generation
LAION-400M
Imagen original (oscillate(15,1))
https://arxiv.org/abs/2210.02303v1
CLIP R-Precision
89.91
Video > Video Generation
LAION-400M
Imagen fully distilled (constant=6)
https://arxiv.org/abs/2210.02303v1
CLIP R-Precision
89.68
Video > Video Generation
LAION-400M
Imagen distilled (oscillate (15,1))
https://arxiv.org/abs/2210.02303v1
CLIP
25.12
Video > Video Generation
LAION-400M
Imagen distilled (oscillate (15,1))
https://arxiv.org/abs/2210.02303v1
CLIP R-Precision
88.78
Video > Video Generation
Sky Time-lapse
StyleSV (256x256)
https://arxiv.org/abs/2212.07413v1
FVD 16
49.0
Video > Video Generation
Sky Time-lapse
Latte + LeanVAE
https://arxiv.org/abs/2503.14325v1
FVD 16
49.59
Video > Video Generation
Sky Time-lapse
DDMI
https://arxiv.org/abs/2401.12517v2
FVD 16
66.25
Video > Video Generation
Sky Time-lapse
LVDM (256x256)
https://arxiv.org/abs/2211.13221v2
KVD16
3.9
Video > Video Generation
Sky Time-lapse
LVDM (256x256)
https://arxiv.org/abs/2211.13221v2
FVD 16
95.2
Video > Video Generation
Sky Time-lapse
Long-video GAN (128x128)
https://arxiv.org/abs/2211.13221v2
FVD 16
107.5
Video > Video Generation
Sky Time-lapse
DIGAN (128x128)
https://arxiv.org/abs/2211.13221v2
KVD16
6.8
Video > Video Generation
Sky Time-lapse
DIGAN (128x128)
https://arxiv.org/abs/2211.13221v2
FVD 16
114.6
Video > Video Generation
Sky Time-lapse
Long-video GAN (256x256)
https://arxiv.org/abs/2211.13221v2
FVD 16
116.5
Video > Video Generation
Sky Time-lapse
TATS (128x128)
https://arxiv.org/abs/2211.13221v2
KVD16
5.7
Video > Video Generation
Sky Time-lapse
TATS (128x128)
https://arxiv.org/abs/2211.13221v2
FVD 16
132.6
Video > Video Generation
Sky Time-lapse
MoCoGAN-HD (128x128)
https://arxiv.org/abs/2211.13221v2
KVD16
13.9
Video > Video Generation
Sky Time-lapse
MoCoGAN-HD (128x128)
https://arxiv.org/abs/2211.13221v2
FVD 16
183.6
Video > Video Generation
Kinetics-600 12 frames, 128x128
DVD-GAN
https://arxiv.org/abs/1907.06571v2
FID
2.16
Video > Video Generation
TrailerFaces
PG-SWGAN-3D
http://arxiv.org/abs/1904.05408v2
FID
404.1
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Kling 1.6
https://arxiv.org/abs/2411.17440v3
Total Score
0.5446
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Kling 1.6
https://arxiv.org/abs/2411.17440v3
Venue
Close-Source
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Kling 1.6
https://arxiv.org/abs/2411.17440v3
Aesthetics
0.4460
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Kling 1.6
https://arxiv.org/abs/2411.17440v3
Motion
0.4160
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Kling 1.6
https://arxiv.org/abs/2411.17440v3
FaceSim
0.4010
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Kling 1.6
https://arxiv.org/abs/2411.17440v3
GmeScore
0.6620
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Kling 1.6
https://arxiv.org/abs/2411.17440v3
NexusScore
0.4592
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Kling 1.6
https://arxiv.org/abs/2411.17440v3
NaturalScore
0.7906
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Wan2.1-VACE-14B
https://arxiv.org/abs/2503.07598v1
Total Score
0.5287
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Wan2.1-VACE-14B
https://arxiv.org/abs/2503.07598v1
Venue
Open-Source
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Wan2.1-VACE-14B
https://arxiv.org/abs/2503.07598v1
Aesthetics
0.4721
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Wan2.1-VACE-14B
https://arxiv.org/abs/2503.07598v1
Motion
0.1502
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Wan2.1-VACE-14B
https://arxiv.org/abs/2503.07598v1
FaceSim
0.5509
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Wan2.1-VACE-14B
https://arxiv.org/abs/2503.07598v1
GmeScore
0.6727
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Wan2.1-VACE-14B
https://arxiv.org/abs/2503.07598v1
NexusScore
0.4420
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Wan2.1-VACE-14B
https://arxiv.org/abs/2503.07598v1
NaturalScore
0.7278
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Phantom-Wan-14B
https://arxiv.org/abs/2502.11079v1
Total Score
0.5232
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Phantom-Wan-14B
https://arxiv.org/abs/2502.11079v1
Venue
Open-Source
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Phantom-Wan-14B
https://arxiv.org/abs/2502.11079v1
Aesthetics
0.4639
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Phantom-Wan-14B
https://arxiv.org/abs/2502.11079v1
Motion
0.3342
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Phantom-Wan-14B
https://arxiv.org/abs/2502.11079v1
FaceSim
0.5148
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Phantom-Wan-14B
https://arxiv.org/abs/2502.11079v1
GmeScore
0.7065
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Phantom-Wan-14B
https://arxiv.org/abs/2502.11079v1
NexusScore
0.3743
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Phantom-Wan-14B
https://arxiv.org/abs/2502.11079v1
NaturalScore
0.6866
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Phantom-Wan-1.3B
https://arxiv.org/abs/2502.11079v1
Total Score
0.5071
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Phantom-Wan-1.3B
https://arxiv.org/abs/2502.11079v1
Venue
Open-Source
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Phantom-Wan-1.3B
https://arxiv.org/abs/2502.11079v1
Aesthetics
0.4667
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Phantom-Wan-1.3B
https://arxiv.org/abs/2502.11079v1
Motion
0.1429
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Phantom-Wan-1.3B
https://arxiv.org/abs/2502.11079v1
FaceSim
0.4855
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Phantom-Wan-1.3B
https://arxiv.org/abs/2502.11079v1
GmeScore
0.6942
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Phantom-Wan-1.3B
https://arxiv.org/abs/2502.11079v1
NexusScore
0.4244
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Phantom-Wan-1.3B
https://arxiv.org/abs/2502.11079v1
NaturalScore
0.7026
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
SkyReels-A2-Wan2.1-14B-Preview
https://arxiv.org/abs/2504.02436v1
Total Score
0.4961
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
SkyReels-A2-Wan2.1-14B-Preview
https://arxiv.org/abs/2504.02436v1
Venue
Open-Source
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
SkyReels-A2-Wan2.1-14B-Preview
https://arxiv.org/abs/2504.02436v1
Aesthetics
0.3940
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
SkyReels-A2-Wan2.1-14B-Preview
https://arxiv.org/abs/2504.02436v1
Motion
0.2560
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
SkyReels-A2-Wan2.1-14B-Preview
https://arxiv.org/abs/2504.02436v1
FaceSim
0.4595
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
SkyReels-A2-Wan2.1-14B-Preview
https://arxiv.org/abs/2504.02436v1
GmeScore
0.6454
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
SkyReels-A2-Wan2.1-14B-Preview
https://arxiv.org/abs/2504.02436v1
NexusScore
0.4377
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
SkyReels-A2-Wan2.1-14B-Preview
https://arxiv.org/abs/2504.02436v1
NaturalScore
0.6722
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Pika 2.1
https://arxiv.org/abs/2411.17440v3
Total Score
0.4888
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Pika 2.1
https://arxiv.org/abs/2411.17440v3
Venue
Close-Source
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Pika 2.1
https://arxiv.org/abs/2411.17440v3
Aesthetics
0.4687
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Pika 2.1
https://arxiv.org/abs/2411.17440v3
Motion
0.2470
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Pika 2.1
https://arxiv.org/abs/2411.17440v3
FaceSim
0.3080
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Pika 2.1
https://arxiv.org/abs/2411.17440v3
GmeScore
0.6921
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Pika 2.1
https://arxiv.org/abs/2411.17440v3
NexusScore
0.4541
Video > Video Generation > Image to Video Generation > Open-Domain Subject-to-Video
OpenS2V-Eval
Pika 2.1
https://arxiv.org/abs/2411.17440v3
NaturalScore
0.6979