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ResearchFormerly WizWand

Image Generation on CIFAR10 (test) (FID)

1.82FIDART-RL
-16.7404108.5423233.825359.1077May 7, 2025Jul 16, 2025Sep 24, 2025Dec 3, 2025Feb 11, 2026Apr 22, 2026Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
ART-RLNFE=35, Sampler=Heun, Pipeline=EDM2026.071.82
EDMNFE=35, Sampler=Heun, Pipeline=EDM2026.071.85
DPMNFE=35, Sampler=Heun, Pipeline=EDM2026.071.89
ART-RLNFE=19, Sampler=Heun, Pipeline=EDM2026.072.45
EDMNFE=19, Sampler=Heun, Pipeline=EDM2026.072.54
DPMNFE=19, Sampler=Heun, Pipeline=EDM2026.072.76
VRFM-2Implementation=Guo and Schwing (2025)2025.053.478
Latent-CFMConfiguration=pretrained2025.053.514
VRFM-1Implementation=Guo and Schwing (2025)2025.053.561
ART-RLNFE=13, Sampler=Heun, Pipeline=EDM2026.075.44
VRFMInput Variables=(x1, t)2025.056.48
EDMNFE=13, Sampler=Heun, Pipeline=EDM2026.076.79
DPMNFE=13, Sampler=Heun, Pipeline=EDM2026.078.67
VRFMInput Variables=(x0, x1, xt, t)2025.0516.276
ART-RLNFE=9, Sampler=Heun, Pipeline=EDM2026.0732.13
EDMNFE=9, Sampler=Heun, Pipeline=EDM2026.0735.54
DPMNFE=9, Sampler=Heun, Pipeline=EDM2026.0752.29
UniformNFE=35, Sampler=Heun, Pipeline=EDM2026.07118.02
ART-RLNFE=5, Sampler=Heun, Pipeline=EDM2026.07130.48
ART-RLNFE=3, Sampler=Heun, Pipeline=EDM2026.07152.86
UniformNFE=19, Sampler=Heun, Pipeline=EDM2026.07168.87
UniformNFE=13, Sampler=Heun, Pipeline=EDM2026.07191.69
UniformNFE=9, Sampler=Heun, Pipeline=EDM2026.07213.13
DPMNFE=5, Sampler=Heun, Pipeline=EDM2026.07244.5
UniformNFE=5, Sampler=Heun, Pipeline=EDM2026.07254.47
UniformNFE=3, Sampler=Heun, Pipeline=EDM2026.07280.29
EDMNFE=5, Sampler=Heun, Pipeline=EDM2026.07305.15
DPMNFE=3, Sampler=Heun, Pipeline=EDM2026.07465.83
EDMNFE=3, Sampler=Heun, Pipeline=EDM2026.07465.83