WeEdit (Bilingual) - Delete: leaderboard

Metric: Mean instruction-adherence score (0-10 judge scale) on the delete 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 Pro8.33
2FireRed-Image-Edit6.8
3Seedream 4.56.6
4GPT-Image-1.56.43
5HunyuanImage-3.0-Instruct6.32
6Gemini 2.5 Flash Image6.01
7Step1X-Edit-v1.25.68
8Qwen-Image-Edit-25094.97
9EMU3.54.76
10LongCat-Image-Edit4.65

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