Interactive Decision Making on WebShop (val)
85.8ScoreGiGPO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GiGPOType=RL-based2026.07 | 85.8 | 67.6 | |
| ProGPOType=RL-based2026.07 | 85.4 | 71.5 | |
| HGPOType=RL-based2026.07 | 83.2 | 65.6 | |
| GRPOType=RL-based2026.07 | 81.9 | 56.8 | |
| RLOOType=RL-based2026.07 | 73.9 | 52.1 | |
| PPOType=RL-based2026.07 | 73.8 | 51.5 | |
| ReflexionType=Prompt-based2026.07 | 55.8 | 21.9 | |
| Gemini-2.5-ProType=Prompt-based2026.07 | 42.5 | 35.9 | |
| ReActType=Prompt-based2026.07 | 40.1 | 11.3 | |
| GPT-4oType=Prompt-based2026.07 | 31.8 | 23.7 | |
| Qwen2.5Type=Prompt-based2026.07 | 23.1 | 5.2 |