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Multi-instruction Image Editing on Complex-Edit Complexity 1

93.15VQAScoreMSRAMIE
78.267682.131385.99589.8587Mar 17, 2026

Evaluation results

MethodLinks
MSRAMIEBase Model=FluxKlein2026.0393.1583.6294.9579.88—
DirectBase Model=FluxKlein2026.0388.9874.7694.4284.14—
MSRAMIEBase Model=QwenImageEdit2026.0387.673.0795.7572.48—
MSRAMIEBase Model=FluxKontext2026.0386.5972.1395.1480.9—
DirectBase Model=QwenImageEdit2026.0380.8860.6495.3275.61—
DirectBase Model=FluxKontext2026.0378.8458.3894.5784.37—