Video Reconstruction on TokenBench 256x256
35.38PSNRCosmos-CV4x8x8
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Cosmos-CV4x8x8Mode=Fixed, Backbone=Cosmos-CV4x8x82026.06 | 35.38 | 0.948 | 0.078 | 8.77 | 100 | |
| ElasticTok-CVConstraint=MSE=0.0032026.06 | 30.87 | 0.9 | 0.154 | 68.75 | 40 | |
| Ours (Cosmos)Backbone=Cosmos, tau=0.32026.06 | 30.31 | 0.894 | 0.141 | 81.61 | 32 | |
| INFOTOKCompression (BPP16)=0.812025.12 | 30.08 | 0.881 | 0.145 | 49 | — | |
| Cosmos-DV4x8x8Compression (BPP16)=12025.12 | 30.01 | 0.885 | 0.138 | 49 | — | |
| INFOTOK-FlexCompression (BPP16)=0.812025.12 | 29.86 | 0.878 | 0.148 | 54 | — | |
| INFOTOK-FlexCompression (BPP16)=0.562025.12 | 29.3 | 0.857 | 0.179 | 71 | — | |
| INFOTOKCompression (BPP16)=0.562025.12 | 29.27 | 0.854 | 0.176 | 70 | — | |
| ElasticTokCompression (BPP16)=0.812025.12 | 28.26 | 0.84 | 0.244 | 141 | — | |
| InfoTokType=Discrete2026.06 | 27.5 | 0.817 | 0.234 | 189.16 | 32 | |
| ElasticTokCompression (BPP16)=0.562025.12 | 27.34 | 0.813 | 0.276 | 194 | — | |
| OmniTokenizer-VAEMode=Fixed, Backbone=OmniTokenizer-VAE2026.06 | 27.05 | 0.892 | 0.128 | 57.83 | 100 | |
| Open-MAGVIT2-UCFCompression (BPP16)=1.122025.12 | 25.77 | 0.762 | 0.269 | 121 | — | |
| Ours (Omni)Backbone=Omni, tau=1.22026.06 | 23.88 | 0.79 | 0.245 | 168.82 | 29 | |
| OmniTokenizerCompression (BPP16)=0.812025.12 | 23.15 | 0.767 | 0.276 | 152 | — |