8-step sequence generation on COIL-100 (OOD)
83.7SSIMHPC-MEC Inspired World Model
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HPC-MEC Inspired World Modelmode=one-step2026.05 | 83.7 | 0.226 | |
| HPC-MEC Inspired World Modelmode=autoregression2026.05 | 81.4 | 0.27 | |
| AdaWorld(LAM)mode=one-step2026.05 | 77.8 | 0.312 | |
| AdaWorld(LAM)mode=autoregression2026.05 | 71.5 | 0.415 | |
| Motomode=one-step2026.05 | 70 | 0.352 | |
| LAPAmode=autoregression2026.05 | 68.2 | 0.385 | |
| Motomode=autoregression2026.05 | 64.2 | 0.473 | |
| LAPAmode=one-step2026.05 | 58.9 | 0.301 |