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Benchmarks
Multi-instruction Image Editing on Complex-Edit Complexity 7
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0.9482
VQAScore
MSRAMIE
0.70796
0.77033
0.8327
0.89507
Mar 17, 2026
VQAScore
CIF
CLIP-I
FID
Performance Improvement
Updated 1mo ago
Evaluation Results
Method
Method
Links
VQAScore
CIF
CLIP-I
FID
Performance Improvement
MSRAMIE
Base Model=FluxKlein
2026.03
0.9482
0.678
0.9015
153.12
-
Direct
Base Model=FluxKlein
2026.03
0.8904
0.4482
0.9024
144.15
-
MSRAMIE
Base Model=QwenImageEdit
2026.03
0.878
0.4708
0.919
148.35
-
MSRAMIE
Base Model=FluxKontext
2026.03
0.8599
0.4068
0.9114
167.04
-
Direct
Base Model=FluxKontext
2026.03
0.7361
0.1714
0.9071
167.44
-
Direct
Base Model=QwenImageEdit
2026.03
0.7172
0.1676
0.9106
150.05
-
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