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Benchmarks
Image-to-Video Generation on DL3DV-10K
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14.9
PSNR
Pixel-to-4D
12.924
13.437
13.95
14.463
Jan 2, 2026
PSNR
LPIPS
SSIM
FVD
Depth Consistency
Updated 4d ago
Evaluation Results
Method
Method
Links
PSNR
LPIPS
SSIM
FVD
Depth Consistency
Pixel-to-4D
2026.01
14.9
0.442
0.28
36.4
0.315
CameraCtrl
2026.01
13.7
0.506
0.218
47.7
-
CamI2V
2026.01
13.5
0.508
0.209
46.6
-
RealCam
2026.01
13.2
0.533
0.22
52.3
-
MotionCtrl
2026.01
13
0.527
0.186
49.4
-
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