WeEdit (Multilingual) - Combined: leaderboard

Metric: Mean instruction-adherence score (0-10 judge scale) on the combined 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 Pro8.83
2HunyuanImage-3.0-Instruct7.78
3GPT-Image-1.57.54
4Seedream 4.56.51
5FireRed-Image-Edit5.86
6EMU3.55.76
7LongCat-Image-Edit5.76
8Qwen-Image-Edit-25115.24
9Gemini 2.5 Flash Image5.07
10Qwen-Image-Edit-25095.01

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