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Benchmarks
Visual Text Rendering on OCR
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0.95
OCR Accuracy
VGPO
0.5756
0.6728
0.77
0.8672
Dec 13, 2025
OCR Accuracy
Aesthetic Score
DeQA
ImageReward
PickScore
UnifiedReward
Updated 4d ago
Evaluation Results
Method
Method
Links
OCR Accuracy
Aesthetic Score
DeQA
ImageReward
PickScore
UnifiedReward
VGPO
KL Regularization=w/o KL
2025.12
0.95
5.33
3.98
0.9
22.17
3.07
VGPO
KL Regularization=w/ KL
2025.12
0.94
5.34
4.08
0.98
22.44
3.14
Flow-GRPO
KL Regularization=w/o KL
2025.12
0.93
5.13
3.66
0.58
21.79
2.82
Flow-GRPO
KL Regularization=w/ KL
2025.12
0.92
5.32
4.06
0.95
22.44
3.14
SD3.5-M
2025.12
0.59
5.39
4.07
0.87
22.34
3.07
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