Multi-step rollout prediction on 7 Environments Suite (held-out episodes)
69Token F1 (t=1)PatchWorld-Residual
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| PatchWorld-Residual2026.05 | 69 | 64 | 60 | 58 | |
| LLM-Direct2026.05 | 64 | 63 | 60 | 59 | |
| WorldCoder2026.05 | 63 | 60 | 58 | 57 | |
| PoE-World2026.05 | 63 | 57 | 53 | 51 | |
| PatchWorld-Simple2026.05 | 56 | 50 | 43 | 40 |