Triplet Recognition on Renji Hospital (external val)
51.91mAP (Instrument)Surg-R1
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Surg-R12026.03 | 51.91 | 26.65 | 23.09 | 10.05 | |
| Llama-4-Scout-17B2026.03 | 36.16 | 25.13 | 14.27 | 6.72 | |
| Qwen2.5-VL-7B-Surg-CholecT502026.03 | 35.99 | 22.15 | 15.63 | 7.49 | |
| InternVL3-8B2026.03 | 30.54 | 21.29 | 13.28 | 5.92 | |
| Gemma3-27B-it2026.03 | 29.15 | 19.9 | 13.57 | 5.79 | |
| Mistral-Small-3.1-24B-Instruct-25032026.03 | 28.98 | 20.45 | 13.68 | 6.05 | |
| Qwen2.5-VL-7B-Instruct2026.03 | 28.87 | 19.38 | 13.08 | 5.85 | |
| MiniCPM-O-2_62026.03 | 28.45 | 20.31 | 15.07 | 6.43 | |
| LLaVA-1.5-7B2026.03 | 28.23 | 20 | 14.22 | 5.79 | |
| Phi-4-Multimodal2026.03 | 27.65 | 20.2 | 13.47 | 5.79 | |
| MiniCPM-V-2_62026.03 | 27.5 | 19.87 | 13.08 | 5.79 |