Scientific Foundation Model Collaboration on EywaBench Drug
63.19UtilityEywaOrchestra
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EywaOrchestraSetting=Dynamic Orchestration2026.04 | 63.19 | 45.94 | 6,495 | |
| EywaMASSetting=Multi-Agent2026.04 | 62.48 | 59.23 | 8,078 | |
| Refine MASSetting=Multi-Agent2026.04 | 62.15 | 50.63 | 7,498 | |
| X-MASSetting=Multi-Agent2026.04 | 62.11 | 59.76 | 11,907 | |
| EywaAgentSetting=Single-Agent2026.04 | 61.99 | 15.84 | 2,210 | |
| Debate MASSetting=Multi-Agent2026.04 | 61.98 | 63.98 | 10,447 | |
| Single-LLM-AgentSetting=Single-Agent2026.04 | 60.04 | 21.13 | 3,571 | |
| MoASetting=Multi-Agent2026.04 | 56.86 | 44.31 | 10,344 |