Scientific Foundation Model Collaboration on EywaBench Biology
0.3798UtilityEywaMAS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EywaMASSetting=Multi-Agent2026.04 | 0.3798 | 111.92 | 16,502 | |
| X-MASSetting=Multi-Agent2026.04 | 0.3737 | 88.2 | 18,451 | |
| EywaAgentSetting=Single-Agent2026.04 | 0.3718 | 30.84 | 4,858 | |
| EywaOrchestraSetting=Dynamic Orchestration2026.04 | 0.3682 | 67.88 | 11,315 | |
| Refine MASSetting=Multi-Agent2026.04 | 0.3623 | 75.21 | 10,497 | |
| MoASetting=Multi-Agent2026.04 | 0.358 | 59.1 | 15,980 | |
| Debate MASSetting=Multi-Agent2026.04 | 0.3438 | 101.64 | 17,007 | |
| Single-LLM-AgentSetting=Single-Agent2026.04 | 0.3402 | 34.68 | 6,164 |