Image Editing

Benchmarks

Dataset Name	SOTA Method	Metric
ImgEdit-Bench	LongCat-Image-Edit	Overall Score4.5	191	4d ago
PIE-Bench	Follow-Your-Shape	PSNR36.02	166	9d ago
GEdit-Bench		Semantic Consistency9.17	92	1mo ago
GEdit-Bench English	FireRed-Image-Edit	G_O (Overall Quality)7.943	84	19d ago
KRIS-Bench	Qwen-Image-Edit + EditThinker-Expert-GPT4.1	Factual Knowledge Score81.67	74	1mo ago
GEdit-Bench-EN (full)	FineEdit	G-Score (O)7.97	66	4d ago
PIE-Bench (test)	CVC	PSNR33.45	55	25d ago
IEdit	TrimTokenator-LC	Accuracy11.34	36	1mo ago
User Study 100 images (test)	Alterbute	User Selection Rate94.3	32	1mo ago
ImgEdit	LongCat-Image-Edit	ImgEdit4.5	31	22d ago
GEdit-Bench-CN (Full set)	Z-Image-Edit	G_SC8.03	29	19d ago
AnyEdit (test)	AnyEdit	CLIP Score (Input)0.867	28	1mo ago
ImgEdit 1.0 (test)	GPT-4o	Add Score4.61	27	17d ago
GEdit-EN		GEdit-EN Score7.68	27	22d ago
PIE Bench	BiFM	PSNR29.89	25	18d ago
ImgEdit	UniWorld-Qwen-Image-Edit	Overall Score4.48	22	1mo ago
PIE-Bench 1.0 (test)	Null-Text Inversion	PSNR30.21	22	1mo ago
GEdit-Bench-EN v1.0 (Full set)	Seedream 4.0	G Score (SC)8.24	22	1mo ago
GEdit-Bench-EN v1 (Full set)	BAGEL w/ ADE-CoT	G.SC7.823	21	1mo ago
ImgEdit (full)		Add Score4.61	21	1mo ago
ImgEdit	Seedream4	Score (Remove)4.47	20	25d ago
ImgEdit GPT-4.1 (test)		Add Score4.61	19	1mo ago
GEdit-Bench CN 1.0		G_SC8.19	19	1mo ago
GEdit-Bench-EN Intersection subset v1.0	Step1X-Edit-v1.1	G_SC7.905	19	1mo ago
PIE	PnP-Inv	Distance11.65	18	4d ago

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