Image Editing

Benchmarks

Dataset Name	SOTA Method	Metric
PIE-Bench	Follow-Your-Shape	PSNR36.02	257	22d ago
ImgEdit-Bench	LongCat-Image-Edit	Overall Score4.5	256	18d ago
GEdit-Bench		Semantic Consistency9.17	102	2mo ago
ImgEdit	LongCat-Image	Overall Score4.49	101	29d ago
KRIS-Bench	Critic-v2	Overall Score81.92	98	2mo ago
GEdit-Bench English	FireRed-Image-Edit	G_O (Overall Quality)7.943	94	3mo ago
GEdit-Bench-EN (full)	FineEdit	G-Score (O)7.97	84	2mo ago
ImgEdit	LongCat-Image-Edit	ImgEdit4.5	62	2mo ago
PIE-Bench (test)	CVC	PSNR33.45	55	4mo ago
AnyEdit (test)	ADE-CoT	CLIP Score (Input)0.883	42	1mo ago
IEdit	TrimTokenator-LC	Accuracy11.34	36	4mo ago
GEdit-Bench-CN (Full set)	Z-Image-Edit	G_SC8.03	33	1mo ago
ImgEdit	UniWorld-Qwen-Image-Edit	Overall Score4.48	32	2mo ago
User Study 100 images (test)	Alterbute	User Selection Rate94.3	32	4mo ago
ImgEdit 1.0 (test)	GPT-4o	Add Score4.61	27	3mo ago
GEdit-EN		GEdit-EN Score7.68	27	4mo ago
PIE Bench	BiFM	PSNR29.89	25	3mo ago
ImageNet-R TI2I	ResetEdit	CLIP Score31.57	24	2mo ago
RISEBench (test)		Instruction Reasoning77	22	1mo ago
PIE-Bench 1.0 (test)	Null-Text Inversion	PSNR30.21	22	4mo ago
GEdit-Bench-EN v1.0 (Full set)	Seedream 4.0	G Score (SC)8.24	22	4mo ago
GEdit-Bench-EN v1 (Full set)	BAGEL w/ ADE-CoT	G.SC7.823	21	4mo ago
ImgEdit (full)		Add Score4.61	21	4mo ago
PIE-Bench Large Edits (random images (140 images))	EES(2,7)	CLIP Score25.11	20	2mo ago
GEdit-Bench EN	Qwen-Image-Edit-2509	Score7.54	20	2mo ago

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