Scientific Foundation Model Collaboration on EywaBench Clinic
51.59Utility ScoreEywaOrchestra
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EywaOrchestraSetting=Dynamic Orchestration2026.04 | 51.59 | 45.38 | 7,050 | |
| EywaMASSetting=Multi-Agent2026.04 | 50.86 | 59.97 | 9,407 | |
| EywaAgentSetting=Single-Agent2026.04 | 50.85 | 20.32 | 2,333 | |
| Debate MASSetting=Multi-Agent2026.04 | 47.38 | 78.19 | 11,159 | |
| MoASetting=Multi-Agent2026.04 | 47.22 | 46.53 | 11,014 | |
| Single-LLM-AgentSetting=Single-Agent2026.04 | 45.82 | 22.37 | 3,618 | |
| Refine MASSetting=Multi-Agent2026.04 | 45.04 | 51.89 | 7,029 | |
| X-MASSetting=Multi-Agent2026.04 | 44.9 | 67.94 | 12,549 |