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Benchmarks
Multi-instruction Image Editing on Complex-Edit Complexity 1
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93.15
VQAScore
MSRAMIE
78.2676
82.1313
85.995
89.8587
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
93.15
83.62
94.95
79.88
-
Direct
Base Model=FluxKlein
2026.03
88.98
74.76
94.42
84.14
-
MSRAMIE
Base Model=QwenImageEdit
2026.03
87.6
73.07
95.75
72.48
-
MSRAMIE
Base Model=FluxKontext
2026.03
86.59
72.13
95.14
80.9
-
Direct
Base Model=QwenImageEdit
2026.03
80.88
60.64
95.32
75.61
-
Direct
Base Model=FluxKontext
2026.03
78.84
58.38
94.57
84.37
-
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