Complex instruction-based image editing on CIE-Bench benchmark leaderboard · SOTA2 Research

Complex instruction-based image editing on CIE-Bench

0.92CLIP-IMCIE-E1

Evaluation Results

Method	Links
MCIE-E12026.02		0.92	0.9863	0.0456	0.0864	0.6597	0.7784	—	—
MCIE-E12026.02		0.8899	0.9833	0.0489	0.1029	0.8046	0.7831	80	72.33
MagicBrush2026.02		0.887	0.9813	0.0476	0.0992	0.5246	0.7608	0.67	1.33
GoT2026.02		0.8856	0.9799	0.0549	0.1078	0.6491	0.7389	6.67	9.67
AnyEdit2026.02		0.8847	0.9662	0.0701	0.1168	0.5335	0.7659	0.67	2.33
SmartEdit2026.02		0.8836	0.9752	0.0629	0.1042	0.5416	0.7419	3	4.33
InsDiff2026.02		0.8815	0.9634	0.081	0.1283	0.4812	0.7465	1	1.67
IP2P2026.02		0.8784	0.9691	0.071	0.1032	0.4922	0.627	1	2
UltraEdit2026.02		0.782	0.958	0.0779	0.1209	0.5495	0.6485	6.67	6
MGIE2026.02		0.7679	0.9185	0.1407	0.2005	0.3988	0.6205	0.33	0.33