Autonomous Exploration on SciWorld
7.4StepsQwen2.5-7B+GRPO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Qwen2.5-7B+GRPOModel Category=Open-Source Models, Training=Task-oriented GRPO2026.05 | 7.4 | 15.4 | 0.3 | |
| Qwen3-4B+GRPOModel Category=Open-Source Models, Training=Task-oriented GRPO2026.05 | 43.4 | 12.9 | 1.7 | |
| GPT-4.1Model Category=Closed-Source Models2026.05 | 50.8 | 38.7 | 0.2 | |
| Qwen2.5-7BModel Category=Open-Source Models2026.05 | 63.4 | 32.1 | 0.6 | |
| Qwen3-4BModel Category=Open-Source Models2026.05 | 87.8 | 29.3 | 0.9 | |
| LLaMA3.1-8BModel Category=Open-Source Models2026.05 | 97.5 | 33.7 | 2.1 | |
| Claude-Opus-4.5Model Category=Closed-Source Models2026.05 | 97.8 | 89.3 | 11.7 |