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Benchmarks
Multi-instruction Image Editing on Complex-Edit Overall
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0.9437
VQAScore
MSRAMIE
0.74662
0.797785
0.84895
0.900115
Mar 17, 2026
VQAScore
CIF
CLIP-I
FID
Improvement
Updated 1mo ago
Evaluation Results
Method
Method
Links
VQAScore
CIF
CLIP-I
FID
Improvement
MSRAMIE
Base Model=FluxKlein
2026.03
0.9437
0.7716
0.9224
116.66
-
Direct
Base Model=FluxKlein
2026.03
0.8978
0.6158
0.9185
115.13
-
MSRAMIE
Base Model=QwenImageEdit
2026.03
0.8819
0.6008
0.9335
116.69
-
MSRAMIE
Base Model=FluxKontext
2026.03
0.8639
0.551
0.9251
129.43
-
Direct
Base Model=QwenImageEdit
2026.03
0.7623
0.3497
0.9294
116.51
-
Direct
Base Model=FluxKontext
2026.03
0.7542
0.3417
0.9206
129.6
-
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