SurgCoT - Micro-Transition Localization: leaderboard
Metric: Micro-transition localization main-question accuracy (%) on SurgCoT surgical-video multiple-choice questions (2,841 videos across 7 specialties and 35 procedures), baseline setting with only the video and the main question, zero-shot, temperature 0; higher is better. Source: arxiv.org. Saturation forecast: Around March 2028. 10 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.5 | 79.49 |
| 2 | Qwen 2.5 VL 7B | 76.59 |
| 3 | MedGemma-27B-IT | 72.69 |
| 4 | Gemini 2.5 Pro | 69.82 |
| 5 | GPT-5 | 69.14 |
Interactive version: theaggregate.ai/benchmark?slug=surgcot-micro-transition-localization · How It Works · Data refreshed daily, snapshot 2026-10-07.