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Benchmarks
Multi-instruction Image Editing on Complex-Edit Complexity 4
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0.9383
VQAScore
MSRAMIE
0.724892
0.780296
0.8357
0.891104
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
0.9383
0.7495
0.9202
121.78
-
Direct
Base Model=FluxKlein
2026.03
0.8934
0.6045
0.9151
119.09
-
MSRAMIE
Base Model=QwenImageEdit
2026.03
0.8768
0.6008
0.9322
121.85
-
MSRAMIE
Base Model=FluxKontext
2026.03
0.8599
0.5235
0.9199
136.2
-
Direct
Base Model=QwenImageEdit
2026.03
0.753
0.3032
0.9289
121.7
-
Direct
Base Model=FluxKontext
2026.03
0.7331
0.3107
0.9149
136.98
-
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