3D Medical Visual Question Answering on M3D-VQA
99Accuracy (Plane)UniReason-Med
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| UniReason-Med2026.06 | 99 | 92.1 | 81.6 | 80.3 | 66 | 83.8 | |
| M3D-LaMed-Llama-2-7BBackbone=Llama-2, Parameters=7B2026.06 | 98.8 | 79.8 | 74.8 | 66.7 | 58.9 | 75.8 | |
| M3D-LaMed-Phi-3-4BBackbone=Phi-3, Parameters=4B2026.06 | 98.6 | 87.4 | 76.8 | 74.4 | 62.4 | 79.9 | |
| Lingshu-7BParameters=7B2026.06 | 97.3 | 61.1 | 57.6 | 63.6 | 55.2 | 66.9 | |
| Qwen2.5VL-7BParameters=7B2026.06 | 91.3 | 45.5 | 47.7 | 48.9 | 53.1 | 57.3 | |
| Qwen2.5VL-32BParameters=32B2026.06 | 90.8 | 49.4 | 53.7 | 57.4 | 54.8 | 61.2 | |
| MedGemma-4B-ITParameters=4B, Configuration=Instruction-Tuned2026.06 | 75.5 | 32.3 | 51 | 58.8 | 51.3 | 53.8 | |
| LLaVA-Med-7BParameters=7B2026.06 | 73.4 | 18.4 | 39 | 41.8 | 30.6 | 40.6 | |
| RadFM2026.06 | 19.7 | 28.7 | 16.8 | 18.9 | 14.9 | 19.8 |