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ResearchFormerly WizWand

Unconditional Image Generation on CIFAR-10 32x32 unconditional (test)

1.87FIDCTM
1.5363.79056.0458.2995May 24, 2025Jun 14, 2025Jul 5, 2025Jul 27, 2025Aug 17, 2025Sep 7, 2025Sep 29, 2025
Updated 4mo ago

Evaluation results

MethodLinks
CTMNFE=12025.091.87
SiDNFE=12025.091.92
CMT (w/ ECT)NFE=22025.091.97
IMMNFE=22025.091.98
EDMNFE=352025.092.01
Stable CTNFE=22025.092.02
VCTNFE=22025.092.02
TCMNFE=22025.092.05
sCTNFE=22025.092.06
ECTNFE=22025.092.11
iCT-deepNFE=22025.092.24
iCTNFE=22025.092.46
TCMNFE=12025.092.46
iCT-deepNFE=12025.092.51
sCDNFE=22025.092.52
CMT (w/ ECT)NFE=12025.092.74
iCTNFE=12025.092.83
sCTNFE=12025.092.85
Stable CTNFE=12025.092.92
MFNFE=12025.092.92
CDNFE=22025.092.93
IMMNFE=12025.093.2
VCTNFE=12025.093.26
TRACTNFE=22025.093.32
CDNFE=12025.093.55
Immiscible (KNN)Architecture=Flow Matching2025.053.56
ECTNFE=12025.093.6
sCDNFE=12025.093.66
DMDNFE=12025.093.77
DFNONFE=12025.093.78
TRACTNFE=12025.093.78
Immiscible (KNN)Architecture=DDIM2025.054.45
2-Rectified FlowNFE=12025.094.85
VanillaArchitecture=Flow Matching2025.054.92
Immiscible (Assignment)Architecture=Flow Matching2025.055.02
Immiscible (Assignment)Architecture=DDIM2025.055.14
PDNFE=22025.095.58
VanillaArchitecture=DDIM2025.056.63
PDNFE=12025.098.34
Immiscible (Assignment)Architecture=Consistency Models2025.058.54
Immiscible (KNN)Architecture=Consistency Models2025.059.16
VanillaArchitecture=Consistency Models2025.0510.22