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Benchmarks
Canny to Image Generation on COCO 2017 (val)
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35
F1 Score
ControlNet
21.48
24.99
28.5
32.01
Mar 29, 2026
F1 Score
FID
SSIM
MUSIQ Score
CLIP Text Alignment
CLIP Image Alignment
Updated 19d ago
Evaluation Results
Method
Method
Links
F1 Score
FID
SSIM
MUSIQ Score
CLIP Text Alignment
CLIP Image Alignment
ControlNet
Base Model=SD1.5, Reso...
2026.03
35
18.74
36
67.81
30.5
75.2
GateControl
Base Model=SANA, Resol...
2026.03
26
21.97
37
71.86
26.3
76.2
OminiControl
Base Model=SANA, Resol...
2026.03
23
22.91
35
71.99
26.3
75
T2I Adapter
Base Model=SD1.5, Reso...
2026.03
22
20.06
35
67.89
30.5
74.8
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