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Multi-instruction Image Editing on Complex-Edit Complexity 5

94.91VQAScoreMSRAMIE
73.288478.901784.51590.1283Mar 17, 2026

Evaluation results

MethodLinks
MSRAMIEBase Model=FluxKlein2026.0394.9176.6591.36127.66—
DirectBase Model=FluxKlein2026.0389.5356.590.95123.63—
MSRAMIEBase Model=QwenImageEdit2026.0388.754.0592.49139.87—
MSRAMIEBase Model=FluxKontext2026.0386.5148.5991.67142.92—
DirectBase Model=FluxKontext2026.0374.4525.4291.21142.71—
DirectBase Model=QwenImageEdit2026.0374.1222.4192.21141.18—