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Multi-instruction Image Editing on Complex-Edit Complexity 4

0.9383VQAScoreMSRAMIE
0.7248920.7802960.83570.891104Mar 17, 2026

Evaluation results

MethodLinks
MSRAMIEBase Model=FluxKlein2026.030.93830.74950.9202121.78—
DirectBase Model=FluxKlein2026.030.89340.60450.9151119.09—
MSRAMIEBase Model=QwenImageEdit2026.030.87680.60080.9322121.85—
MSRAMIEBase Model=FluxKontext2026.030.85990.52350.9199136.2—
DirectBase Model=QwenImageEdit2026.030.7530.30320.9289121.7—
DirectBase Model=FluxKontext2026.030.73310.31070.9149136.98—