WeEdit (Bilingual) - Rearrange: leaderboard

Metric: Mean instruction-adherence score (0-10 judge scale) on the rearrange operation of the WeEdit Bilingual 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 Pro8.05
2GPT-Image-1.55.44
3Seedream 4.55.29
4Gemini 2.5 Flash Image1.77
5FireRed-Image-Edit1.76
6HunyuanImage-3.0-Instruct1.73
7UniWorld-V21.47
8EMU3.51.46
9FLUX.2-dev1.44
10Qwen-Image-Edit-25111.42

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