Scientific Foundation Model Collaboration on EywaBench Material
63.81UtilityEywaMAS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EywaMASSetting=Multi-Agent2026.04 | 63.81 | 77.25 | 14,529 | |
| EywaOrchestraSetting=Dynamic Orchestration2026.04 | 62.49 | 61.78 | 11,535 | |
| MoASetting=Multi-Agent2026.04 | 59.09 | 90.15 | 25,327 | |
| EywaAgentSetting=Single-Agent2026.04 | 58.71 | 34.88 | 5,040 | |
| X-MASSetting=Multi-Agent2026.04 | 58.31 | 104.48 | 24,149 | |
| Refine MASSetting=Multi-Agent2026.04 | 56.87 | 72.76 | 11,013 | |
| Single-LLM-AgentSetting=Single-Agent2026.04 | 56.16 | 34.48 | 6,367 | |
| Debate MASSetting=Multi-Agent2026.04 | 56.02 | 82.06 | 16,652 |