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Human Preference Alignment on PickScore (Comprehensive Metrics)
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23.55
PickScore (Task)
VGPO
21.6468
22.1409
22.635
23.1291
Dec 13, 2025
PickScore (Task)
Aesthetic Score
DeQA Score
ImageReward
PickScore (Preference)
UnifiedReward
Updated 1mo ago
Evaluation Results
Method
Method
Links
PickScore (Task)
Aesthetic Score
DeQA Score
ImageReward
PickScore (Preference)
UnifiedReward
VGPO
KL Regularization=w/o KL
2025.12
23.55
5.97
4.18
128
23.7
3.34
Flow-GRPO
KL Regularization=w/o KL
2025.12
23.41
6.15
4.16
124
23.56
3.33
VGPO
KL Regularization=w/ KL
2025.12
23.41
5.9
4.23
132
23.61
3.39
Flow-GRPO
KL Regularization=w/ KL
2025.12
23.31
5.92
4.22
128
23.53
3.38
SD3.5-M
2025.12
21.72
5.39
4.07
87
22.34
3.07
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