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ResearchFormerly WizWand

Text-to-Image on GenAI-Bench 19 (test)

78.2VQAScoreIndividual Expert (Flow-GRPO)
73.10474.42775.7577.073Nov 25, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Individual Expert (Flow-GRPO)Backbone=SD 3.5 M, Reward=GenEval2025.1178.2
MapReduce LoRABackbone=SD 3.5 M2025.1178.2
MORL-DBackbone=SD 3.5 M2025.1177.7
MapReduce LoRA + RaTEBackbone=SD 3.5 M2025.1177.7
MapReduce LoRABackbone=FLUX.1-dev2025.1177.5
Individual Expert (Flow-GRPO)Backbone=SD 3.5 M, Reward=PickScore2025.1177.4
Rewarded SoupBackbone=SD 3.5 M2025.1177.2
Individual Expert (Flow-GRPO)Backbone=FLUX.1-dev, Reward=PickScore2025.1177.2
Rewarded SoupBackbone=FLUX.1-dev2025.1176.7
Individual Expert (Flow-GRPO)Backbone=FLUX.1-dev, Reward=GenEval2025.1176.4
Individual Expert (Flow-GRPO)Backbone=SD 3.5 M, Reward=OCR2025.1175
Individual Expert (Flow-GRPO)Backbone=FLUX.1-dev, Reward=OCR2025.1174.9
MORL-DRBackbone=SD 3.5 M2025.1174.6
MORL-DRBackbone=FLUX.1-dev2025.1174.5
SD 3.5 MBackbone=SD 3.5 M2025.1174.4
FLUX.1-devBackbone=FLUX.1-dev2025.1173.7
MORL-DBackbone=FLUX.1-dev2025.1173.3