Medical Vision-Language Modeling on 3D-RAD
36.96BLEU-4CT-Flow-8B
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CT-Flow-8BTool-use=true2026.02 | 36.96 | 37.47 | 91.65 | 23.63 | 69.46 | |
| CT-Flow-7BTool-use=true2026.02 | 36.67 | 34.73 | 89.3 | 22.5 | 61.36 | |
| M3D-RADTool-use=false2026.02 | 29.76 | 37.39 | 91.3 | 26 | 58 | |
| Gemini-3-Pro-PreviewTool-use=true2026.02 | 29.59 | 35.59 | 89.46 | 26.38 | 62.59 | |
| GLM4.6-VTool-use=true2026.02 | 23.23 | 25.47 | 81.59 | 16.71 | 52.04 | |
| GPT-5.2Tool-use=true2026.02 | 22.08 | 26.06 | 85.54 | 18.25 | 63.5 | |
| Qwen3-VL-8B-InstructTool-use=true2026.02 | 20.89 | 22.31 | 80.07 | 10.77 | 49.06 | |
| Qwen3-VL-235B-A22B-InstructTool-use=true2026.02 | 20.55 | 22.62 | 85.44 | 9.52 | 54.21 | |
| Claude-Sonnet-4.5Tool-use=true2026.02 | 20.14 | 26.81 | 85.71 | 8.85 | 54.83 | |
| Qwen2.5-VL-7B-InstructTool-use=true2026.02 | 18.33 | 23.46 | 77.69 | 7.5 | 26.83 | |
| Hulu-Med-7BTool-use=false2026.02 | 12.77 | 23.71 | 86.77 | 22.84 | 61.29 | |
| M3D-LaMed-Llama-2-7BTool-use=false2026.02 | 12.33 | 19.7 | 86.99 | 14.88 | 24.17 |