Critical View of Safety Assessment on West China Hospital (external val)
92.5Overall ScoreSurg-R1
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Surg-R12026.03 | 92.5 | 92.2 | 84.82 | 97.12 | 94.66 | |
| Llama-4-Scout-17B-16E-Instruct2026.03 | 80.01 | 80.17 | 84.34 | 81.36 | 74.81 | |
| Qwen2.5-VL-7B-Surg-CholecT502026.03 | 78.94 | 79.16 | 84.34 | 53.14 | 100 | |
| Phi-4-Multimodal2026.03 | 78.9 | 78.69 | 73.37 | 78.06 | 84.63 | |
| Mistral-Small-3.1-24B-Instruct-25032026.03 | 71.77 | 71.28 | 59.28 | 84.98 | 69.58 | |
| Qwen2.5-VL-7B-Instruct2026.03 | 54.95 | 56.09 | 84.34 | 31.42 | 52.51 | |
| InternVL3-8B2026.03 | 46.75 | 47.55 | 67.47 | 30.24 | 44.93 | |
| Gemma3-27B-it2026.03 | 41.94 | 43.56 | 84.34 | 43.45 | 2.88 | |
| MiniCPM-O-2_62026.03 | 39.99 | 40.89 | 63.37 | 22.47 | 36.82 | |
| MiniCPM-V-2_62026.03 | 38.91 | 39.09 | 43.25 | 21.94 | 52.08 | |
| LLaVA-1.5-7B2026.03 | 33.52 | 33.41 | 31.08 | 48.35 | 20.81 |