Video Generation on WorldModelBench
2.45Instruction ScoreCosmos-Predict2.5
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Cosmos-Predict2.5Mode=TI2V, Param=14B2026.06 | 2.45 | 93 | 87 | — | 88 | 8.95 | 100 | 84 | 99 | 100 | |
| Cosmos-Predict2.5Mode=TI2V, Param=2B2026.06 | 2.37 | 87 | 82 | — | 85 | 8.71 | 100 | 80 | 99 | 100 | |
| KairosMode=TI2V, Param=4B2026.06 | 2.36 | 92 | 89 | — | 89 | 8.89 | 100 | 85 | 99 | 99 | |
| Wan2.2Mode=TI2V, Param=5B2026.06 | 2.3 | 87 | 79 | — | 82 | 8.53 | 100 | 78 | 99 | 99 | |
| Wan 2.1-T2V (base)Params=1.3B2026.03 | 2.18 | 93 | 80 | 72 | 83 | 5.46 | — | — | — | — | |
| DiReCTParams=1.3B2026.03 | 2.17 | 94 | 88 | 79 | 90 | 5.68 | — | — | — | — | |
| CogVideoX-5BParams=5B2026.03 | 2.01 | 91 | 80 | 75 | 86 | 5.33 | — | — | — | — | |
| CogVideoX-2BParams=2B2026.03 | 1.97 | 88 | 75 | 67 | 82 | 5.09 | — | — | — | — | |
| MochiParams=10B2026.03 | 1.95 | 74 | 70 | 65 | 87 | 4.91 | — | — | — | — | |
| AllegroParams=2.8B2026.03 | 1.91 | 87 | 79 | 76 | 89 | 5.22 | — | — | — | — | |
| LTXParams=2B2026.03 | 1.57 | 74 | 81 | 79 | 91 | 4.82 | — | — | — | — |