Scale-VQA: leaderboard
Metric: Accuracy (%; multiple-choice questions on paired 10x/40x/200x views of TCGA whole-slide images, Scale-VQA test split, 1,005 questions, mean of five dimensions). Source: arxiv.org. Saturation forecast: Around 2030. 10 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash | 60.9 |
| 2 | GPT-5.2 | 58.51 |
| 3 | Lingshu-7B | 56.62 |
| 4 | Qwen 2.5 VL 7B Instruct | 53.63 |
Interactive version: theaggregate.ai/benchmark?slug=scale-vqa · How It Works · Data refreshed daily, snapshot 2026-09-26.