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ResearchFormerly WizWand

Image Generation on LSUN Bedroom (FID)

1.19FIDHP-GAN
-2.207620.726243.6666.5938Feb 3, 2026Feb 11, 2026Feb 19, 2026Feb 27, 2026Mar 7, 2026Mar 15, 2026Mar 23, 2026
Updated 7mo ago

Evaluation results

MethodLinks
HP-GAN2026.021.19
Diffusion GAN2026.021.43
Projected GAN2026.021.52
ADM2026.021.9
GLeaD2026.022.72
LDM2026.022.95
Dual Contrastive2026.023.31
INDISNFE=82026.033.66
GGDR2026.023.71
INDISNFE=72026.033.81
INDISNFE=62026.033.84
StyleGAN22026.024.01
DynamicD2026.024.01
AMEDNFE=82026.034.19
LD3NFE=82026.034.22
LD3NFE=72026.034.31
SFD-vModel Size=2007.04MB, Parameter=2007.04MB, Percent=100%, NFE=5, Sampler=+DDIM2026.034.33
best heu.NFE=72026.034.39
MTEO+DDIMNFE=62026.034.44
LD3NFE=62026.034.52
DMNNFE=82026.034.55
SFD-vModel Size=2007.04MB, Parameter=2007.04MB, Percent=100%, NFE=4, Sampler=+DDIM2026.034.63
DMNNFE=62026.034.71
SFDModel Size=2007.04MB, Parameter=2007.04MB, Percent=100%, NFE=5, Sampler=+DDIM2026.034.73
best heu.NFE=82026.034.88
INDISNFE=52026.034.99
best heu.NFE=62026.035.08
DMNNFE=72026.035.16
SFDModel Size=2007.04MB, Parameter=2007.04MB, Percent=100%, NFE=4, Sampler=+DDIM2026.035.26
MTEOModel Size=2007.04MB, Parameter=0.72MB, Percent=0.036%, NFE=4, Sampler=+DDIM2026.035.32
SFD-vModel Size=2007.04MB, Parameter=2007.04MB, Percent=100%, NFE=3, Sampler=+DDIM2026.035.36
LD3NFE=52026.035.93
MTEOModel Size=2007.04MB, Parameter=0.87MB, Percent=0.043%, NFE=5, Sampler=+DDIM2026.035.93
MTEOModel Size=2007.04MB, Parameter=1.01MB, Percent=0.050%, NFE=6, Sampler=+DDIM2026.035.98
MTEO+DDIMNFE=52026.036.03
GANformer2026.026.15
DMNNFE=52026.036.15
MTEO+iPNDMNFE=62026.036.25
best heu.NFE=52026.036.38
SFDModel Size=2007.04MB, Parameter=2007.04MB, Percent=100%, NFE=3, Sampler=+DDIM2026.036.42
MTEO+DPM-Solver++(3M)NFE=62026.036.45
INDISNFE=42026.036.55
MTEO+DPM-Solver++(3M)NFE=52026.036.56
AMEDNFE=72026.037
MTEO+DDIMNFE=42026.037.01
MTEOModel Size=2007.04MB, Parameter=0.58MB, Percent=0.029%, NFE=3, Sampler=+DDIM2026.037.02
EPD-SolverNFE=52026.037.52
FastGAN2026.028.24
EPD-PluginNFE=52026.038.26
MTEO+iPNDMNFE=52026.038.46
LD3NFE=42026.038.48
GITSNFE=82026.038.82
AMEDNFE=62026.038.92
SFD-vModel Size=2007.04MB, Parameter=2007.04MB, Percent=100%, NFE=2, Sampler=+DDIM2026.039.25
GITSNFE=72026.039.59
SFDModel Size=2007.04MB, Parameter=2007.04MB, Percent=100%, NFE=2, Sampler=+DDIM2026.0310.39
DEISNFE=62026.0310.74
GITSNFE=62026.0311.52
UniPCNFE=62026.0311.64
DMNNFE=42026.0311.82
best heu.NFE=42026.0311.93
DPM-Solver++(3M)NFE=62026.0312.28
INDISNFE=32026.0312.44
MTEO+DDIMNFE=32026.0312.99
AMEDNFE=52026.0313.2
AMED-SolverNFE=52026.0313.2
EPD-SolverNFE=32026.0313.21
MTEO+iPNDMNFE=42026.0313.43
SAGAN2026.0214.06
EPD-PluginNFE=32026.0314.12
DEISNFE=52026.0314.42
LD3NFE=32026.0314.62
MTEO+DPM-Solver++(3M)NFE=42026.0314.94
AMEDNFE=42026.0315.67
GITSNFE=52026.0317.29
iPNDMNFE=62026.0320.71
MTEO+DPM-Solver++(3M)NFE=32026.0320.77
GITSNFE=42026.0321.67
DPM-Solver++(3M)NFE=52026.0323.15
UniPCNFE=52026.0323.2
DEISNFE=42026.0323.65
MTEO+iPNDMNFE=32026.0323.71
DDIMNFE=62026.0325.26
AMED-PluginNFE=52026.0325.68
iPNDMNFE=52026.0326.65
DMNNFE=32026.0328.11
DDIMNFE=52026.0334.34
best heu.NFE=32026.0341.99
iPNDMNFE=42026.0343.89
GITSNFE=32026.0344.78
UniPCNFE=42026.0349
DPM-Solver++(3M)NFE=42026.0349.46
DEISNFE=32026.0352.46
DDIMNFE=42026.0354.53
AMEDNFE=32026.0358.21
AMED-SolverNFE=32026.0358.21
DPM-Solver-2NFE=62026.0380.19
DPM-Solver-2NFE=52026.0380.6
iPNDMNFE=32026.0380.99
DDIMNFE=32026.0386.13