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Multi-instruction Image Editing on Complex-Edit Complexity 3

95.43VQAScoreMSRAMIE
75.919680.984886.0591.1152Mar 17, 2026

Evaluation results

MethodLinks
MSRAMIEBase Model=FluxKlein2026.0395.4382.6792.77103.23—
DirectBase Model=FluxKlein2026.0391.3470.0692.14105.59—
MSRAMIEBase Model=QwenImageEdit2026.0388.5464.7893.899.73—
MSRAMIEBase Model=FluxKontext2026.0387.0561.2192.86118.94—
DirectBase Model=QwenImageEdit2026.0377.9540.1193.5698.49—
DirectBase Model=FluxKontext2026.0376.6739.1792.48116.21—