Scientific Foundation Model Collaboration on EywaBench Energy
87.42UtilityEywaMAS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EywaMASSetting=Multi-Agent2026.04 | 87.42 | 75.96 | 11,709 | |
| EywaOrchestraSetting=Dynamic Orchestration2026.04 | 87.11 | 39.92 | 7,723 | |
| Refine MASSetting=Multi-Agent2026.04 | 86.67 | 64.22 | 9,009 | |
| Debate MASSetting=Multi-Agent2026.04 | 86.56 | 79.46 | 14,278 | |
| EywaAgentSetting=Single-Agent2026.04 | 83.9 | 24.42 | 3,167 | |
| Single-LLM-AgentSetting=Single-Agent2026.04 | 82.02 | 27.01 | 4,854 | |
| MoASetting=Multi-Agent2026.04 | 80.69 | 56.95 | 16,453 | |
| X-MASSetting=Multi-Agent2026.04 | 80.57 | 86.63 | 19,808 |