SurgVLA-Bench - Level 1 Gauze Pick: leaderboard

Metric: Success rate (%; T1-1 gauze pick, single target, SurgVLA-Bench Level 1, 50 trials in the SurRoL laparoscopic simulator with a 100-step limit; LoRA fine-tuned on the level's demonstrations). Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 4 models tracked.

Top models

#ModelScore
1π0.578
2π076
3OpenVLA36
4SmolVLA0

Interactive version: theaggregate.ai/benchmark?slug=surgvla-bench-level-1-gauze-pick · How It Works · Data refreshed daily, snapshot 2026-09-26.