VisEditBench - Style-Aware Error Repair: leaderboard
Metric: Pass rate (%). Source: arxiv.org. 19 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.6 | 61.22 |
| 2 | GPT-5 | 51.02 |
| 3 | Claude Sonnet 4.5 | 51.02 |
| 4 | GPT-5 Mini | 51.02 |
| 5 | GPT-4o | 30.61 |
| 6 | Qwen 3 VL 4B | 16.32 |
| 7 | Gemma 3 27B | 12.25 |
| 8 | Pixtral-12B | 10.2 |
| 9 | Gemma 3 12B | 10.2 |
| 10 | Gemini 3 Flash | 0 |
Interactive version: theaggregate.ai/benchmark?slug=viseditbench-style-aware-error-repair · How It Works · Data refreshed daily, snapshot 2026-09-19.