Video Reconstruction on DAVIS 256x256
31.57PSNRCosmos-CV4x8x8
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Cosmos-CV4x8x8Mode=Fixed, Backbone=Cosmos-CV4x8x82026.06 | 31.57 | 0.918 | 0.109 | 61.33 | 100 | |
| ElasticTok-CVConstraint=MSE=0.0032026.06 | 29.02 | 0.878 | 0.172 | 200.97 | 82 | |
| Ours (Cosmos)Backbone=Cosmos, tau=0.32026.06 | 28.27 | 0.856 | 0.187 | 312.66 | 62 | |
| Cosmos-DV4x8x8Compression (BPP16)=12025.12 | 25.92 | 0.793 | 0.208 | 404 | — | |
| InfoTokType=Discrete2026.06 | 25.8 | 0.787 | 0.244 | 406.33 | 62 | |
| INFOTOKCompression (BPP16)=0.812025.12 | 25.79 | 0.788 | 0.223 | 408 | — | |
| INFOTOK-FlexCompression (BPP16)=0.812025.12 | 25.69 | 0.781 | 0.216 | 441 | — | |
| INFOTOK-FlexCompression (BPP16)=0.562025.12 | 24.84 | 0.742 | 0.274 | 581 | — | |
| ElasticTokCompression (BPP16)=0.812025.12 | 24.69 | 0.752 | 0.318 | 754 | — | |
| INFOTOKCompression (BPP16)=0.562025.12 | 24.52 | 0.738 | 0.277 | 540 | — | |
| OmniTokenizer-VAEMode=Fixed, Backbone=OmniTokenizer-VAE2026.06 | 24.49 | 0.837 | 0.194 | 244.81 | 100 | |
| ElasticTokCompression (BPP16)=0.562025.12 | 23.76 | 0.714 | 0.356 | 930 | — | |
| Ours (Omni)Backbone=Omni, tau=1.22026.06 | 22.5 | 0.736 | 0.293 | 468.15 | 52 | |
| Open-MAGVIT2-UCFCompression (BPP16)=1.122025.12 | 21.98 | 0.656 | 0.317 | 583 | — | |
| OmniTokenizerCompression (BPP16)=0.812025.12 | 20.05 | 0.699 | 0.318 | 673 | — |