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ResearchFormerly WizWand

Image Generation on CIFAR-10 (test) (FID)

2.28FIDART-RL
-9.454869.7551148.965228.1749Feb 15, 2025May 9, 2025Aug 1, 2025Oct 24, 2025Jan 15, 2026Apr 9, 2026Jul 2, 2026
Updated 3mo ago

Evaluation results

MethodLinks
ART-RLNFE=80, Sampling Pipeline=EDM, Update Rule=Euler2026.072.28
DPMNFE=80, Sampling Pipeline=EDM, Update Rule=Euler2026.072.41
EDMNFE=80, Sampling Pipeline=EDM, Update Rule=Euler2026.072.5
ART-RLNFE=50, Sampling Pipeline=EDM, Update Rule=Euler2026.072.63
DPMNFE=50, Sampling Pipeline=EDM, Update Rule=Euler2026.072.86
EDMNFE=50, Sampling Pipeline=EDM, Update Rule=Euler2026.073.01
ART-RLNFE=30, Sampling Pipeline=EDM, Update Rule=Euler2026.073.46
DPMNFE=30, Sampling Pipeline=EDM, Update Rule=Euler2026.073.95
EDMNFE=30, Sampling Pipeline=EDM, Update Rule=Euler2026.074.21
ART-RLNFE=12, Sampling Pipeline=EDM, Update Rule=Euler2026.077.84
DPMNFE=12, Sampling Pipeline=EDM, Update Rule=Euler2026.0711.35
EDMNFE=12, Sampling Pipeline=EDM, Update Rule=Euler2026.0711.91
ART-RLNFE=7, Sampling Pipeline=EDM, Update Rule=Euler2026.0723.88
DPMNFE=7, Sampling Pipeline=EDM, Update Rule=Euler2026.0727.07
EDMNFE=7, Sampling Pipeline=EDM, Update Rule=Euler2026.0727.73
ART-RLNFE=5, Sampling Pipeline=EDM, Update Rule=Euler2026.0728.16
UniformNFE=80, Sampling Pipeline=EDM, Update Rule=Euler2026.0734.99
EDMNFE=5, Sampling Pipeline=EDM, Update Rule=Euler2026.0749.1
DPMNFE=5, Sampling Pipeline=EDM, Update Rule=Euler2026.0751.73
SISAArchitecture=WGAN_GP2025.0253.34
UniformNFE=50, Sampling Pipeline=EDM, Update Rule=Euler2026.0753.4
AdaBeliefArchitecture=WGAN_GP2025.0265.71
AdamArchitecture=WGAN_GP2025.0271.38
SISAArchitecture=WGAN2025.0285.07
UniformNFE=30, Sampling Pipeline=EDM, Update Rule=Euler2026.0785.83
ART-RLNFE=3, Sampling Pipeline=EDM, Update Rule=Euler2026.0786.84
AdaBeliefArchitecture=WGAN2025.0292.37
AdamArchitecture=WGAN2025.0295.06
RMSPropArchitecture=WGAN2025.02102.39
ART-RLNFE=2, Sampling Pipeline=EDM, Update Rule=Euler2026.07109.11
RMSPropArchitecture=WGAN_GP2025.02121.62
EDMNFE=3, Sampling Pipeline=EDM, Update Rule=Euler2026.07122.56
DPMNFE=3, Sampling Pipeline=EDM, Update Rule=Euler2026.07125.67
UniformNFE=12, Sampling Pipeline=EDM, Update Rule=Euler2026.07162.14
UniformNFE=7, Sampling Pipeline=EDM, Update Rule=Euler2026.07194.4
UniformNFE=5, Sampling Pipeline=EDM, Update Rule=Euler2026.07214.6
UniformNFE=3, Sampling Pipeline=EDM, Update Rule=Euler2026.07255.02
UniformNFE=2, Sampling Pipeline=EDM, Update Rule=Euler2026.07280.5
DPMNFE=2, Sampling Pipeline=EDM, Update Rule=Euler2026.07295.65
EDMNFE=2, Sampling Pipeline=EDM, Update Rule=Euler2026.07295.65