Hierarchical Planning on Labyrinth
5,173Token CostLLM + π
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LLM + πAgent Architecture=LLM + π2026.01 | 5,173 | — | |
| TheoryCoder-2Ablation Configuration=Full2026.01 | 21,378 | — | |
| TheoryCoder-2Ablation Configuration=TC - C2026.01 | 21,378 | — | |
| TheoryCoder-2Ablation Configuration=TC - P2026.01 | 24,510 | — | |
| LLM + PAgent Architecture=LLM + P2026.01 | 28,931 | — | |
| WorldCoderAgent Architecture=WorldCoder2026.01 | 56,360 | — |