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Human Preference on DrawBench

23.53PickScoreFlow-GRPO (PickScore-Only)
21.647622.136322.62523.1137Jan 10, 2026

Evaluation results

MethodLinks
Flow-GRPO (PickScore-Only)Model Category=Single-Objective Specialist, Optimization Target=PickScore2026.0123.531.11
APEXModel Category=Multi-Objective Generalist2026.0123.034.49
Flow-GRPO (Static-Weight)Model Category=Multi-Objective Generalist, Weighting Strategy=Static-Weight2026.0122.620.41
Flow-GRPO (OCR-Only)Model Category=Single-Objective Specialist, Optimization Target=OCR2026.0122.440
SD3.5-MModel Category=Base Model2026.0121.72—