Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Multi-instruction Image Editing on Complex-Edit Complexity 5
Loading...
94.91
VQAScore
MSRAMIE
73.2884
78.9017
84.515
90.1283
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
94.91
76.65
91.36
127.66
-
Direct
Base Model=FluxKlein
2026.03
89.53
56.5
90.95
123.63
-
MSRAMIE
Base Model=QwenImageEdit
2026.03
88.7
54.05
92.49
139.87
-
MSRAMIE
Base Model=FluxKontext
2026.03
86.51
48.59
91.67
142.92
-
Direct
Base Model=FluxKontext
2026.03
74.45
25.42
91.21
142.71
-
Direct
Base Model=QwenImageEdit
2026.03
74.12
22.41
92.21
141.18
-
Feedback
Search any
task
Search any
task