List your company

Multi-instruction Image Editing on Complex-Edit Complexity 2

94.41VQAScoreMSRAMIE
77.125281.612686.190.5874Mar 17, 2026

Evaluation results

MethodLinks
MSRAMIEBase Model=FluxKlein2026.0394.4183.6293.6395.88—
DirectBase Model=FluxKlein2026.0391.3475.7193.0596.16—
MSRAMIEBase Model=QwenImageEdit2026.0389.4773.0694.4688.18—
MSRAMIEBase Model=FluxKontext2026.0386.9266.6793.81102.41—
DirectBase Model=QwenImageEdit2026.0380.4152.9294.188.38—
DirectBase Model=FluxKontext2026.0377.7947.8393.25103.4—