Differential Diagnosis on Our Benchmark
45.26Diagnostic AccuracyBrReMark
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BrReMarkModel Category=Thinking with Images2026.06 | 45.26 | 60.3 | 66.27 | |
| Lingshu-32BModel Category=Medical Domain2026.06 | 45.07 | 48.3 | 56.85 | |
| BrReMark w/o synthesisModel Category=Thinking with Images2026.06 | 44.7 | 59.58 | 64.21 | |
| BrReMark w/o rfmtModel Category=Thinking with Images2026.06 | 44.35 | 59.62 | 63.16 | |
| BrReMark w/o rlocModel Category=Thinking with Images2026.06 | 44.33 | 58.03 | 63.18 | |
| BrReMark w/o rllmModel Category=Thinking with Images2026.06 | 40.62 | 59.68 | 59.53 | |
| LLaVA-v1.5-13BModel Category=General Domain2026.06 | 35.64 | 35.05 | 61.8 | |
| Lingshu-7BModel Category=Medical Domain2026.06 | 35.43 | 48.25 | 61.64 | |
| GRITModel Category=Thinking with Images2026.06 | 20.2 | 26.62 | 33.3 | |
| MedVLM-R1Model Category=Medical Domain2026.06 | 10.95 | 28.26 | 30.61 | |
| Qwen2.5-VL-72BModel Category=General Domain2026.06 | 10.71 | 53.83 | 46.24 | |
| InternVL3.5-8BModel Category=General Domain2026.06 | 9.73 | 27.34 | 28.89 | |
| Qwen2.5-VL-7BModel Category=General Domain2026.06 | 7.15 | 42.23 | 43.15 | |
| HuatuoGPT-V-7BModel Category=Medical Domain2026.06 | 5.45 | 43.63 | 63.9 |