Question Answering on SimpleQA (EM, F1)
58.3EMCoopRAG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CoopRAG2025.12 | 58.3 | 67.6 | |
| HopRAG2025.12 | 50.2 | 58.2 | |
| HippoRAG22025.12 | 48.2 | 55 | |
| GLM-5 BaseArchitecture=MoE, Activated Params=40B, Total Params=744B2026.02 | 36 | — | |
| Kimi-K2 BaseArchitecture=MoE, Activated Params=32B, Total Params=1043B2026.02 | 35.3 | — | |
| GLM-4.5 BaseArchitecture=MoE, Activated Params=32B, Total Params=355B2026.02 | 30 | — | |
| DeepSeek-V3 BaseArchitecture=MoE, Activated Params=37B, Total Params=671B2026.02 | 26.6 | — |