WeEdit (Multilingual) - Change Style: leaderboard

Metric: Mean instruction-adherence score (0-10 judge scale) on the change style operation of the WeEdit Multilingual Benchmark (2,000 text-centric image-editing cases), rated by a Gemini-3-Pro judge that writes a chain-of-thought rationale before scoring whether the edited image fulfils every requirement of the instruction; higher is better. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 15 models tracked.

Top models

#ModelScoreOverall rank
1Nano Banana Pro8.82
2HunyuanImage-3.0-Instruct8.05
3FireRed-Image-Edit7.69
4Seedream 4.57.27
5Qwen-Image-Edit-25096.96
6LongCat-Image-Edit6.95
7Gemini 2.5 Flash Image6.74
8Qwen-Image-Edit-25116.51
9GPT-Image-1.56.5
10FLUX.2-dev5.9

Interactive version: theaggregate.ai/benchmark?slug=weedit-multilingual-change-style · How It Works · Data refreshed daily, snapshot 2026-10-11.