Action-Conditioned Video Generation on WorldArena
70.67EWMScorePAIWorld
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PAIWorld2026.06 | 70.67 | 63.05 | 79.66 | 57.97 | 61.2 | 91.58 | 74.4 | |
| GenieEnvisioner-Sim2.0-2B2026.06 | 68.26 | 60.99 | 62.16 | 60.12 | 66.11 | 95.06 | 73.33 | |
| BWM-Fast2026.06 | 67.87 | 62.79 | 78.79 | 58.3 | 61.18 | 91.53 | 60.26 | |
| SparkWorld2026.06 | 67.29 | 65.04 | 59.71 | 59.59 | 58.59 | 92.54 | 73.76 | |
| BetaBWM2026.06 | 67 | 62.85 | 68.83 | 61.36 | 63.78 | 92.04 | 60.39 | |
| FlowWAM-FiveAges2026.06 | 66.87 | 64.07 | 61.7 | 60.2 | 65.17 | 97.78 | 62.05 | |
| Pelican-Unify2026.06 | 66.61 | 63.6 | 61.73 | 60.41 | 63.98 | 97.65 | 61.77 | |
| MWM2026.06 | 66.47 | 59.3 | 58.35 | 63.14 | 55.46 | 89.06 | 82.85 | |
| MAI2026.06 | 66.17 | 63.28 | 62.1 | 59.6 | 66.16 | 94.29 | 60.98 | |
| Hoseley2026.06 | 66.17 | 62.6 | 67.96 | 58.75 | 63.9 | 92.84 | 59.11 |