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Benchmarks
Layout-based generation on Our Bench Layout + Reference
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35
F1 Score
SIGMA
2.76
11.13
19.5
27.87
Feb 7, 2026
F1 Score
FID
CLIP Score
AES
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
FID
CLIP Score
AES
SIGMA
Condition=Layout + Ref...
2026.02
35
108.05
24.53
5.774
Bagel
Condition=Layout + Ref...
2026.02
25
188.83
24.22
4.54
GPT-4o
Condition=Layout + Ref...
2026.02
4
182.48
24.39
6.01
Nano-Banana
Condition=Layout + Ref...
2026.02
4
161.91
24.86
5.912
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