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ResearchFormerly WizWand

Text-to-Image Generation on PickScore

52.1PickScoreSD (DDIM)
17.821626.720835.6244.5192Dec 15, 2023May 17, 2024Oct 19, 2024Mar 22, 2025Aug 24, 2025Jan 25, 2026Jun 29, 2026
Updated 4mo ago

Evaluation results

MethodLinks
SD (DDIM)s/image=2.42, Sampler=DDIM2023.1252.1
SD (DDIM) w/ Faster Diffusions/image=1.42, Sampler=DDIM2023.1247.9
PRECISENFE=10, Iterations=30002026.0524.668
CPSNFE=10, Iterations=30002026.0524.594
Flow-GRPONFE=10, Iterations=30002026.0524.283
FlowAWR#Iter=1.2k2026.0624.12
DiffusionNFT#Iter=2.0k2026.0623.82
FlowAWR#Iter=1.5k2026.0623.6
CGPOGPU=8, RL Method=CGPO2026.0523.43
SD3.5-M + DiffusionNFT#Iter=1.7k2026.0623.36
SD3.5-M + FlowGRPO#Iter=4k2026.0623.33
Flow-GRPOGPU=8, RL Method=GRPO2026.0523.31
Flow-GRPOGPU=24, RL Method=GRPO2026.0523.31
GRPO-GuardGPU=–, RL Method=GRPO2026.0523.3
DanceGRPOGPU=32, RL Method=GRPO2026.0523
FLUX.1-Dev2026.0622.55
SD3.5-LResolution=1024 x 10242026.0622.24
SD3.5-M + FlowGRPO#Iter=2k2026.0621.8
SD3.5-M + CFG#Iter=—2026.0621.75
SD3.5-M + CFGCFG=true2026.0621.75
SD-XLResolution=1024 x 10242026.0621.74
SD3.5GPU=–, RL Method=–2026.0521.72
SD3.5-M + FlowGRPO#Iter=>5k2026.0621.67
DRLBackbone=SiT-XL/2, Guidance=Guidance, lambda=102026.0620.383
DRLBackbone=RAE DiTDH-XL, Guidance=Guidance, lambda=102026.0620.297
DRLBackbone=REPA SiT-XL/2, Guidance=Guidance, lambda=102026.0620.292
FlowAWR#Iter=0.5k2026.0620.25
DiffusionNFT#Iter=1k2026.0620.19
RAE DiTDH-XLGuidance=Guidance2026.0620.187
SiT-XL/2Guidance=Guidance2026.0620.153
REPA SiT-XL/2Guidance=Guidance2026.0620.094
DRLBackbone=SiT-XL/2, Guidance=No guidance, lambda=102026.0620.086
DRLBackbone=JiT-H/16, Guidance=Guidance, lambda=102026.0620.079
DRLBackbone=REPA SiT-XL/2, Guidance=No guidance, lambda=102026.0620.044
DRLBackbone=RAE DiTDH-XL, Guidance=No guidance, lambda=102026.0619.99
JiT-H/16Guidance=Guidance2026.0619.904
SD3.5-M (w/o CFG)CFG=false2026.0619.9
RAE DiTDH-XLGuidance=No guidance2026.0619.784
DRLBackbone=JiT-H/16, Guidance=No guidance, lambda=102026.0619.71
FlowAWR#Iter=0.26k2026.0619.43
DiffusionNFT#Iter=0.52k2026.0619.38
REPA SiT-XL/2Guidance=No guidance2026.0619.24
JiT-H/16Guidance=No guidance2026.0619.239
SiT-XL/2Guidance=No guidance2026.0619.14