Treatment Planning on External Cohort
83.5AccuracyBrain-WM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Brain-WMType=Ours2026.03 | 83.5 | 85 | 94.1 | 87.2 | |
| HyperfusionType=Task-Specific2026.03 | 79.3 | 79.4 | 93.8 | 80.4 | |
| AliFuseType=Task-Specific2026.03 | 73.3 | 75.2 | 93.1 | 76.9 | |
| InterVL3.5 4BType=Open-source General2026.03 | 61.1 | 55.7 | 90.8 | 68 | |
| Qwen3-VL 4BType=Open-source General2026.03 | 48.2 | 52.6 | 87 | 94.4 | |
| Linshu 7BType=Medical Domain-Specific2026.03 | 48.2 | 52.1 | 89.6 | 75.9 | |
| GPT 5.1Type=Closed-source General2026.03 | 44.4 | 48.9 | 88.3 | 70.2 | |
| Gemini 2.5 ProType=Closed-source General2026.03 | 37 | 38.3 | 85.2 | 66.1 | |
| MedVLM-R1 2BType=Medical Domain-Specific2026.03 | 37 | 34.9 | 86.3 | 37.7 | |
| Hulu-Med 4BType=Medical Domain-Specific2026.03 | 35.2 | 33.4 | 85.7 | 56.6 | |
| DeepSeek V3.2Type=Open-source General2026.03 | 27.8 | 24.1 | 84 | 46.9 | |
| Claude 4.5Type=Closed-source General2026.03 | 27.8 | 24.1 | 84 | 46.9 |