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Multi-instruction Image Editing on Complex-Edit Complexity 6

0.9406VQAScoreMSRAMIE
0.7241760.7803630.836550.892737Mar 17, 2026

Evaluation results

MethodLinks
MSRAMIEBase Model=FluxKlein2026.030.94060.70810.9079135.29—
DirectBase Model=FluxKlein2026.030.88880.48780.906133.14—
MSRAMIEBase Model=QwenImageEdit2026.030.87560.4840.9181146.2—
MSRAMIEBase Model=FluxKontext2026.030.85680.44070.9095157.65—
DirectBase Model=FluxKontext2026.030.73260.20150.9072156.12—
DirectBase Model=QwenImageEdit2026.030.73250.21660.9146140.13—