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ResearchFormerly WizWand

Image Generation on AFHQ 64x64 v2

1.26FIDSiD2A+EL
-0.04088.739617.5226.3004Oct 20, 2025Nov 20, 2025Dec 21, 2025Jan 21, 2026Feb 21, 2026Mar 24, 2026Apr 24, 2026
Updated 6mo ago

Evaluation results

MethodLinks
SiD2A+ELFamily=Distillation, alpha=1.0, Training Mode=longer training, NFE=1, Batch Size=64, Iterations=320K, Iterated k-images=160K, Device=2×RTX40902026.041.26
SiD2AFamily=Distillation, alpha=1.0, NFE=1, Batch Size=512, Iterations=332K, Iterated k-images=170K, Device=8×A1002026.041.276
SiD2A+ELFamily=Distillation, alpha=1.0, NFE=1, Batch Size=64, Iterations=78K, Iterated k-images=40K, Device=2×RTX40902026.041.3
SiDAFamily=Distillation, alpha=1.0, NFE=1, Batch Size=512, Iterations=254K, Iterated k-images=130K, Device=8×A1002026.041.345
SiD2AFamily=Distillation, alpha=1.2, NFE=1, Batch Size=512, Iterations=332K, Iterated k-images=170K, Device=8×A1002026.041.366
SiDFamily=Distillation, alpha=1.0, NFE=1, Batch Size=256, Iterations=1445K, Iterated k-images=370K, Device=16×A1002026.041.628
SiDFamily=Distillation, alpha=1.2, NFE=1, Batch Size=256, Iterations=1172K, Iterated k-images=300K, Device=16×A1002026.041.711
VP-EDMFamily=Teacher, NFE=79, Batch Size=256, Iterations=781K, Iterated k-images=200K, Device=8×A1002026.041.96
Teacher2025.102.16
S4S AltNFE=102025.102.18
GSNFE=102025.102.25
Best LD3NFE=102025.102.27
S4S AltNFE=82025.102.29
GASNFE=82025.102.29
GASNFE=102025.102.31
GSNFE=82025.102.33
Best LD3NFE=82025.102.63
GASNFE=62025.102.66
S4S AltNFE=62025.102.7
GSNFE=62025.102.87
UniPC [GITS]NFE=102025.102.88
UniPC [DMN]NFE=102025.102.94
DPM++ (3M)NFE=102025.103.19
iPNDM (3M)NFE=102025.103.19
iPNDM [DMN]NFE=102025.103.22
iPNDM [GITS]NFE=102025.103.26
Best LD3NFE=62025.103.63
UniPC (3M)NFE=102025.103.81
UniPC [GITS]NFE=82025.103.86
iPNDM [GITS]NFE=82025.104.03
DPM++ (3M)NFE=82025.104.28
GASNFE=42025.104.48
iPNDM (3M)NFE=82025.104.49
UniPC (3M)NFE=82025.104.6
GSNFE=42025.105.92
iPNDM [GITS]NFE=62025.106.1
S4S AltNFE=42025.106.52
UniPC [DMN]NFE=82025.106.85
UniPC [GITS]NFE=62025.107.26
UniPC (3M)NFE=62025.108.27
iPNDM (3M)NFE=62025.109.55
Best LD3NFE=42025.109.96
iPNDM [DMN]NFE=82025.1010.12
DPM++ (3M)NFE=62025.1010.72
UniPC [GITS]NFE=42025.1012.2
iPNDM [GITS]NFE=42025.1012.89
UniPC [DMN]NFE=62025.1014.46
iPNDM [DMN]NFE=62025.1016.01
iPNDM (3M)NFE=42025.1023.2
DPM++ (3M)NFE=42025.1027.82
UniPC [DMN]NFE=42025.1030.32
iPNDM [DMN]NFE=42025.1033.15
UniPC (3M)NFE=42025.1033.78