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ResearchFormerly WizWand

Text-to-Image Generation on SD v3.5-M (Held-out prompts)

1.627ImageRewardFlow-GRPO
1.06021.207351.35451.50165May 22, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Flow-GRPOProtocol=10-NFE/3000-iteration2026.051.6270.6526.53
PRECISEProtocol=10-NFE/3000-iteration2026.051.6150.6546.652
CPSProtocol=10-NFE/3000-iteration2026.051.6070.656.667
DiffusionNFTProtocol=30-NFE protocol (reference), NFE-training=25, NFE-evaluation=302026.051.5730.666.494
PRECISEProtocol=30-NFE/1000-iteration2026.051.5480.6586.766
CPSProtocol=30-NFE/1000-iteration2026.051.5420.6526.693
Flow-GRPOProtocol=30-NFE/1000-iteration2026.051.5280.6566.736
Dance-GRPOProtocol=10-NFE/3000-iteration2026.051.350.6476.62
Dance-GRPOProtocol=30-NFE/1000-iteration2026.051.0820.6526.568