List your company
ResearchFormerly WizWand

Video Reconstruction on Webvid (val)

34.75PSNRARVAE
23.67426.549529.42532.3005May 30, 2024Aug 31, 2024Dec 3, 2024Mar 6, 2025Jun 8, 2025Sep 9, 2025Dec 12, 2025
Updated 8mo ago

Evaluation results

MethodLinks
ARVAE# Data=0.1M, Param.=5.9M, Down.=8×8, # Ch.=42025.1234.750.9440.036
VideoVAE+# Data=10M, Param.=500M, Down.=8×8, # Ch.=162025.1234.420.940.037
VAE-SD3Params=34M + 49M, FCR=1x2024.0533.40.910.064
ARVAE# Data=0.1M, Param.=6.2M, Down.=16×16, # Ch.=162025.1233.40.910.053
VidTok-KL# Data=16M, Param.=174M, Down.=8×8, # Ch.=162025.1233.240.910.036
Step-Video# Data=670M, Param.=499M, Down.=16×16, # Ch.=642025.1232.50.9050.054
CVVAE-SD3Params=68M + 114M, FCR=4x, Comp.=true2024.05320.8990.087
CogVideoX# Data=35M, Param.=206M, Down.=8×8, # Ch.=162025.1231.90.9010.08
Cosmos-CV# Data=10M, Param.=101M, Down.=8×8, # Ch.=162025.1231.250.8860.103
ARVAE# Data=0.1M, Param.=6.4M, Down.=32×32, # Ch.=162025.1230.550.8730.084
LTX-Video# Data=N/A, Param.=419M, Down.=32×32, # Ch.=1282025.1230.250.8530.093
VAE-SD2.1Params=34M + 49M, Frame Compression Rate (FCR)=1x, Compatibility with generative models=N/A2024.0528.90.810.145
CV-VAE (3D)Params=100M + 156M, Frame Compression Rate (FCR)=4x, Compatibility with generative models=true2024.0528.60.8190.145
CV-VAE (2D+3D)Params=68M + 114M, Frame Compression Rate (FCR)=4x, Compatibility with generative models=true2024.0528.50.8170.143
VAE-OSPParams=94M + 135M, Frame Compression Rate (FCR)=4x, Compatibility with generative models=false2024.0526.70.7810.166
TATSParams=7M + 16M, Frame Compression Rate (FCR)=4x, Compatibility with generative models=false2024.0524.10.7290.31