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Benchmarks
Multi-instruction Image Editing on Complex-Edit Complexity 3
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95.43
VQAScore
MSRAMIE
75.9196
80.9848
86.05
91.1152
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
95.43
82.67
92.77
103.23
-
Direct
Base Model=FluxKlein
2026.03
91.34
70.06
92.14
105.59
-
MSRAMIE
Base Model=QwenImageEdit
2026.03
88.54
64.78
93.8
99.73
-
MSRAMIE
Base Model=FluxKontext
2026.03
87.05
61.21
92.86
118.94
-
Direct
Base Model=QwenImageEdit
2026.03
77.95
40.11
93.56
98.49
-
Direct
Base Model=FluxKontext
2026.03
76.67
39.17
92.48
116.21
-
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