Long-Horizon Search Intelligence on GAIA (Pass@1, Pass@3)
57.3Pass@1MiroThinker-32Bv0.1
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MiroThinker-32Bv0.1RL=DPO, Paradigm=ReAct2025.09 | 57.3 | — | |
| ASearcher-QWQ-32BRL=GRPO, Paradigm=ReAct2025.09 | 52.8 | — | |
| WebExplorer-8BRL=GRPO, Paradigm=ReAct2025.09 | 50 | — | |
| WebSailor-30BRL=GRPO, Paradigm=ReSum2025.09 | 48.5 | 61.2 | |
| WebSailor-30BRL=ReSum-GRPO, Paradigm=ReSum2025.09 | 48.5 | 68 | |
| WebSailor-30BRL=GRPO, Paradigm=ReAct2025.09 | 48.2 | 62.1 | |
| MiroThinker-8Bv0.1RL=DPO, Paradigm=ReAct2025.09 | 46.6 | — | |
| WebSailor-30BRL=-, Paradigm=ReAct2025.09 | 45 | 60.2 | |
| Qwen3-ARPO-14BRL=ARPO, Paradigm=ReAct2025.09 | 43.7 | — | |
| WebSailor-7BRL=ReSum-GRPO, Paradigm=ReSum2025.09 | 42.4 | 60.2 | |
| WebSailor-3BRL=GRPO, Paradigm=ReSum2025.09 | 38.5 | 53.4 | |
| WebSailor-3BRL=ReSum-GRPO, Paradigm=ReSum2025.09 | 37.9 | 56.3 | |
| WebSailor-7BRL=GRPO, Paradigm=ReSum2025.09 | 37.2 | 53.4 | |
| WebSailor-30BRL=MEM1-GRPO, Paradigm=MEM12025.09 | 35.7 | 54.4 | |
| WebSailor-7BRL=GRPO, Paradigm=ReAct2025.09 | 34 | 47.6 | |
| WebSailor-7BRL=-, Paradigm=ReAct2025.09 | 31.7 | 44.7 | |
| WebSailor-3BRL=GRPO, Paradigm=ReAct2025.09 | 28.5 | 48.5 | |
| WebSailor-3BRL=-, Paradigm=ReAct2025.09 | 25.6 | 42.7 |