Interactive Agent on Sokoban
64.6Pass@1LEAFE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LEAFEBackbone=Qwen2.5-7B2026.03 | 64.6 | 78.4 | |
| LEAFEBackbone=Llama3.1-8B2026.03 | 62 | 77.2 | |
| ACEBackbone=Qwen2.5-7B2026.03 | 61.3 | 70.8 | |
| ACEBackbone=Llama3.1-8B2026.03 | 60.79 | 73.2 | |
| GRPO-RLVRBackbone=Llama3.1-8B2026.03 | 60.43 | 73.4 | |
| EARLY-EXPBackbone=Qwen2.5-7B2026.03 | 60.15 | 71.6 | |
| GRPO-RLVRBackbone=Qwen2.5-7B2026.03 | 58.15 | 68 | |
| EARLY-EXPBackbone=Llama3.1-8B2026.03 | 57.32 | 68.2 | |
| BASE (NO FT)Backbone=Llama3.1-8B2026.03 | 17.7 | 61.4 | |
| BASE (NO FT)Backbone=Qwen2.5-7B2026.03 | 6.9 | 43.8 |