VisEditBench - Overall: leaderboard
Metric: Pass rate (%; all 1,395 examples). Source: arxiv.org. 20 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.6 | 74.46 |
| 2 | GPT-5 | 65.68 |
| 3 | Claude Sonnet 4.5 | 62.73 |
| 4 | GPT-5 Mini | 60 |
| 5 | GPT-4o | 55.75 |
| 6 | Gemma 3 27B | 42.95 |
| 7 | Qwen 3 VL 4B | 38.84 |
| 8 | Pixtral-12B | 35.32 |
| 9 | Gemma 3 12B | 34.96 |
| 10 | Gemma 3 4B | 21.29 |
| 11 | Gemini 3 Flash | 17.06 |
Interactive version: theaggregate.ai/benchmark?slug=viseditbench-overall · How It Works · Data refreshed daily, snapshot 2026-09-19.