Multi-turn task completion on TurtleGym
29.2Task Completion ScoreGPT-4o
Evaluation results
| Method | Links | |
|---|---|---|
| GPT-4oCategory=Closed-Source LLM2026.04 | 29.2 | |
| Gemini-1.5-ProCategory=Closed-Source LLM2026.04 | 27.4 | |
| Gemini-1.5-FlashCategory=Closed-Source LLM2026.04 | 19.6 | |
| GRPO + Qwen2.5-8BCategory=RL (GRPO) Trained Models2026.04 | 19.2 | |
| GRPO + Qwen2.5-4BCategory=RL (GRPO) Trained Models2026.04 | 18.4 | |
| Qwen2.5-14B + PRIMECategory=PRIME Models2026.04 | 16.8 | |
| Qwen2.5-32BCategory=Open-Source LLM2026.04 | 15.1 | |
| Qwen2.5-14BCategory=Open-Source LLM2026.04 | 14.2 | |
| Qwen2.5-8B + PRIMECategory=PRIME Models2026.04 | 14.2 | |
| Qwen2.5-4B + PRIMECategory=PRIME Models2026.04 | 13.2 | |
| Qwen2.5-8BCategory=Open-Source LLM2026.04 | 9.8 | |
| GPT-4o-miniCategory=Closed-Source LLM2026.04 | 9.1 | |
| Qwen2.5-4BCategory=Open-Source LLM2026.04 | 8.5 |