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ResearchFormerly WizWand

Image Generation on LSUN-Bedroom 256 latent space

3.06FIDTeacher
0.10820.03439.9659.886Oct 20, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Teacher2025.103.06
TeacherType=Baseline2025.103.06
GS (Ours)NFE=72025.103.34
GSNFE=72025.103.34
GAS (Ours)NFE=72025.103.36
GASNFE=72025.103.36
GS (Ours)NFE=62025.103.77
GAS (Ours)NFE=62025.103.77
GSNFE=62025.103.77
GASNFE=62025.103.77
Best LD3NFE=72025.104.16
Best LD3NFE=72025.104.16
iPNDM (3M)NFE=72025.104.39
iPNDM (3M)NFE=72025.104.39
UniPC [DMN]NFE=62025.104.4
UniPC [DMN]NFE=62025.104.4
Best LD3NFE=62025.104.52
Best LD3NFE=62025.104.52
UniPC [DMN]NFE=72025.104.55
UniPC [DMN]NFE=72025.104.55
UniPC (3M)NFE=72025.104.56
UniPC (3M)NFE=72025.104.56
GAS (Ours)NFE=52025.104.6
GASNFE=52025.104.6
iPNDM [DMN]NFE=62025.104.71
iPNDM [DMN]NFE=62025.104.71
iPNDM (3M)NFE=62025.105.08
iPNDM (3M)NFE=62025.105.08
DPM++ (3M)NFE=72025.105.16
iPNDM [DMN]NFE=72025.105.16
DPM++ (3M)NFE=72025.105.16
iPNDM [DMN]NFE=72025.105.16
GS (Ours)NFE=52025.105.32
GSNFE=52025.105.32
Best LD3NFE=52025.105.93
Best LD3NFE=52025.105.93
iPNDM [DMN]NFE=52025.106.15
iPNDM [DMN]NFE=52025.106.15
iPNDM (3M)NFE=52025.106.38
iPNDM (3M)NFE=52025.106.38
UniPC (3M)NFE=62025.106.57
UniPC (3M)NFE=62025.106.57
GAS (Ours)NFE=42025.106.68
GASNFE=42025.106.68
UniPC [DMN]NFE=52025.108.21
UniPC [DMN]NFE=52025.108.21
Best LD3NFE=42025.108.48
Best LD3NFE=42025.108.48
DPM++ (3M)NFE=62025.108.5
DPM++ (3M)NFE=62025.108.5
GS (Ours)NFE=42025.109.83
GSNFE=42025.109.83
S4S Alt†NFE=72025.1010.03
S4S Alt†NFE=72025.1010.03
S4S Alt†NFE=62025.1010.49
S4S Alt†NFE=62025.1010.49
iPNDM [DMN]NFE=42025.1011.82
iPNDM [DMN]NFE=42025.1011.82
iPNDM (3M)NFE=42025.1011.93
iPNDM (3M)NFE=42025.1011.93
S4S Alt†NFE=52025.1013.03
S4S Alt†NFE=52025.1013.03
UniPC (3M)NFE=52025.1013.88
UniPC (3M)NFE=52025.1013.88
UniPC [GITS]NFE=72025.1017.27
UniPC [GITS]NFE=72025.1017.27
DPM++ (3M)NFE=52025.1018.64
DPM++ (3M)NFE=52025.1018.64
iPNDM [GITS]NFE=72025.1019.54
iPNDM [GITS]NFE=72025.1019.54
S4S Alt†NFE=42025.1020.89
S4S Alt†NFE=42025.1020.89
UniPC [GITS]NFE=62025.1022.33
UniPC [GITS]NFE=62025.1022.33
iPNDM [GITS]NFE=62025.1028.09
iPNDM [GITS]NFE=62025.1028.09
UniPC [DMN]NFE=42025.1029.22
UniPC [DMN]NFE=42025.1029.22
UniPC (3M)NFE=42025.1039.78
UniPC (3M)NFE=42025.1039.78
UniPC [GITS]NFE=52025.1047.37
UniPC [GITS]NFE=52025.1047.37
DPM++ (3M)NFE=42025.1048.82
DPM++ (3M)NFE=42025.1048.82
iPNDM [GITS]NFE=52025.1059.17
iPNDM [GITS]NFE=52025.1059.17
UniPC [GITS]NFE=42025.1070.93
UniPC [GITS]NFE=42025.1070.93
iPNDM [GITS]NFE=42025.1076.86
iPNDM [GITS]NFE=42025.1076.86