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Benchmarks
Human Preference Alignment on FLUX.1 (dev)
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0.36
HPS-v2.1
TMPO
0.308
0.3215
0.335
0.3485
May 9, 2026
HPS-v2.1
ImageReward
PickScore
LGMD
Cosine Divergence
Updated 21d ago
Evaluation Results
Method
Method
Links
HPS-v2.1
ImageReward
PickScore
LGMD
Cosine Divergence
TMPO
Iter. Time (s)=72.1
2026.05
0.36
1.613
23.842
0.132
0.243
TreeGRPO
Iter. Time (s)=87.6
2026.05
0.355
1.603
23.951
-0.282
0.178
MixGRPO
Iter. Time (s)=106.5
2026.05
0.351
1.59
23.717
-0.308
0.175
Flow-GRPO
Iter. Time (s)=119.4
2026.05
0.342
1.622
22.769
-0.102
0.199
GARDO
Iter. Time (s)=125.9
2026.05
0.341
1.574
22.927
-0.184
0.209
FLUX.1-dev
2026.05
0.31
1.119
22.604
-0.056
0.221
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