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Multi-instruction Image Editing on Complex-Edit Complexity 7

0.9482VQAScoreMSRAMIE
0.707960.770330.83270.89507Mar 17, 2026

Evaluation results

MethodLinks
MSRAMIEBase Model=FluxKlein2026.030.94820.6780.9015153.12—
DirectBase Model=FluxKlein2026.030.89040.44820.9024144.15—
MSRAMIEBase Model=QwenImageEdit2026.030.8780.47080.919148.35—
MSRAMIEBase Model=FluxKontext2026.030.85990.40680.9114167.04—
DirectBase Model=FluxKontext2026.030.73610.17140.9071167.44—
DirectBase Model=QwenImageEdit2026.030.71720.16760.9106150.05—