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ResearchFormerly WizWand

Text-to-Image on PickScore 15 (test)

23.566PickScoreIndividual Expert (Flow-GRPO)
21.7127222.1938622.67523.15614Nov 25, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Individual Expert (Flow-GRPO)Backbone=FLUX.1-dev, Reward=PickScore2025.1123.566
Individual Expert (Flow-GRPO)Backbone=SD 3.5 M, Reward=PickScore2025.1123.359
MapReduce LoRABackbone=FLUX.1-dev2025.1122.951
MapReduce LoRA + RaTEBackbone=SD 3.5 M2025.1122.777
MapReduce LoRABackbone=SD 3.5 M2025.1122.552
Rewarded SoupBackbone=FLUX.1-dev2025.1122.503
Rewarded SoupBackbone=SD 3.5 M2025.1122.276
MORL-DRBackbone=FLUX.1-dev2025.1122.112
MORL-DBackbone=SD 3.5 M2025.1122.067
Individual Expert (Flow-GRPO)Backbone=FLUX.1-dev, Reward=GenEval2025.1122.057
MORL-DBackbone=FLUX.1-dev2025.1122.026
FLUX.1-devBackbone=FLUX.1-dev2025.1122.006
Individual Expert (Flow-GRPO)Backbone=FLUX.1-dev, Reward=OCR2025.1121.997
Individual Expert (Flow-GRPO)Backbone=SD 3.5 M, Reward=GenEval2025.1121.852
MORL-DRBackbone=SD 3.5 M2025.1121.834
Individual Expert (Flow-GRPO)Backbone=SD 3.5 M, Reward=OCR2025.1121.8
SD 3.5 MBackbone=SD 3.5 M2025.1121.784