Clinical Reasoning on MedR-Bench Diagnosis
94.22AccuracyGSEM
Evaluation results
| Method | Links | |
|---|---|---|
| GSEMBackbone=DeepSeek-V3.22026.03 | 94.22 | |
| A-MemBackbone=DeepSeek-V3.22026.03 | 93.62 | |
| FLEXBackbone=DeepSeek-V3.22026.03 | 93.31 | |
| Naïve RAGBackbone=DeepSeek-V3.22026.03 | 92.4 | |
| ReMeBackbone=Qwen3.5-35B2026.03 | 91.49 | |
| GSEMBackbone=Qwen3.5-35B2026.03 | 91.49 | |
| GraphRAGBackbone=DeepSeek-V3.22026.03 | 90.27 | |
| ReMeBackbone=DeepSeek-V3.22026.03 | 89.97 | |
| VanillaBackbone=Qwen3.5-35B2026.03 | 89.97 | |
| A-MemBackbone=Qwen3.5-35B2026.03 | 89.97 | |
| Naïve RAGBackbone=Qwen3.5-35B2026.03 | 89.06 | |
| VanillaBackbone=DeepSeek-V3.22026.03 | 87.87 | |
| Mem0Backbone=DeepSeek-V3.22026.03 | 86.63 | |
| Mem0gBackbone=Qwen3.5-35B2026.03 | 86.32 | |
| FLEXBackbone=Qwen3.5-35B2026.03 | 83.59 | |
| Mem0gBackbone=DeepSeek-V3.22026.03 | 83.28 | |
| GraphRAGBackbone=Qwen3.5-35B2026.03 | 81.16 | |
| Mem0Backbone=Qwen3.5-35B2026.03 | 73.44 |