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Critical View of Safety (CVS) assessment on Nanfang Hospital (SMU) (external val)

87.36Overall CVS Score

Surg-R1

Updated 1mo ago

Evaluation Results

Method	Links
Surg-R1 2026.03		87.36	87.36	89.66	96.55	75.86
Llama-4-Scout-17B-16E-Instruct 2026.03		81.61	81.61	89.66	79.31	75.86
Qwen2.5-VL-7B-Surg-CholecT50 2026.03		80.46	80.46	89.66	62.07	89.66
Mistral-Small-3.1-24B-Instruct-2503 2026.03		64.37	64.37	72.41	62.07	58.62
Gemma3-27B-it 2026.03		63.22	63.22	89.66	86.21	13.79
InternVL3-8B 2026.03		52.87	52.87	82.76	24.14	51.72
Qwen2.5-VL-7B-Instruct 2026.03		48.28	48.28	89.66	13.79	41.38
Phi-4-Multimodal 2026.03		45.98	45.98	68.97	31.03	37.93
MiniCPM-O-2_6 2026.03		40.23	40.23	68.97	10.34	41.38
MiniCPM-V-2_6 2026.03		36.78	36.78	37.93	17.24	55.17
LLaVA-1.5-7B 2026.03		33.33	33.33	34.48	37.93	27.59