WeEdit (Bilingual) - Combined: leaderboard

Metric: Mean instruction-adherence score (0-10 judge scale) on the combined 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 Pro9.31
2GPT-Image-1.58.12
3Seedream 4.57.33
4HunyuanImage-3.0-Instruct4.73
5FLUX.2-dev4.6
6FireRed-Image-Edit4.19
7Gemini 2.5 Flash Image4.08
8EMU3.53.96
9Qwen-Image-Edit-25093.9
10LongCat-Image-Edit3.89

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