Clinical Reasoning on MedR-Bench Treatment
94.59AccuracyGSEM
Evaluation results
| Method | Links | |
|---|---|---|
| GSEMBackbone=DeepSeek-V3.22026.03 | 94.59 | |
| A-MemBackbone=DeepSeek-V3.22026.03 | 92.57 | |
| ReMeBackbone=DeepSeek-V3.22026.03 | 89.19 | |
| FLEXBackbone=DeepSeek-V3.22026.03 | 89.19 | |
| GraphRAGBackbone=DeepSeek-V3.22026.03 | 87.16 | |
| Naïve RAGBackbone=DeepSeek-V3.22026.03 | 84.46 | |
| GSEMBackbone=Qwen3.5-35B2026.03 | 66.89 | |
| A-MemBackbone=Qwen3.5-35B2026.03 | 65.54 | |
| ReMeBackbone=Qwen3.5-35B2026.03 | 64.86 | |
| FLEXBackbone=Qwen3.5-35B2026.03 | 63.51 | |
| VanillaBackbone=Qwen3.5-35B2026.03 | 60.14 | |
| VanillaBackbone=DeepSeek-V3.22026.03 | 57.43 | |
| Mem0Backbone=DeepSeek-V3.22026.03 | 57.43 | |
| Mem0gBackbone=DeepSeek-V3.22026.03 | 56.08 | |
| Naïve RAGBackbone=Qwen3.5-35B2026.03 | 51.35 | |
| GraphRAGBackbone=Qwen3.5-35B2026.03 | 47.3 | |
| Mem0Backbone=Qwen3.5-35B2026.03 | 43.92 | |
| Mem0gBackbone=Qwen3.5-35B2026.03 | 43.92 |