List your company
ResearchFormerly WizWand

Text-to-image Generation on PartiPrompts

30.02CLIP ScoreDeMe (Before Merge)
-0.9079367.12143215.150823.180168Dec 1, 2023Feb 27, 2024May 26, 2024Aug 23, 2024Nov 19, 2024Feb 16, 2025May 16, 2025
Updated 8mo ago

Evaluation results

MethodLinks
DeMe (Before Merge)#Iterations=20K×42024.1030.02
ANT-UW#Iterations=80K2024.1029.98
DeMe (After Merge)#Iterations=20K×42024.1029.98
ANT-NashMTL#Iterations=80K2024.1029.9
Min-SNR-γ#Iterations=80K2024.1029.87
SNR+1#Iterations=80K2024.1029.86
Trun-SNR#Iterations=80K2024.1029.85
Before-finetuning2024.1029.78
PLMSSampling Steps=50, MACs=338.83G, Throughput=0.23, Speed=1.00x2023.1229.51
P2 Weighting#Iterations=80K2024.1029.5
DeepCacheN=5, MACs=130.45G, Throughput=0.494, Speed=2.15x2023.1229.46
PLMSSampling Steps=25, MACs=169.42G, Throughput=0.47, Speed=2.04x2023.1229.33
BK-SDMVariant=Base, MACs=223.81G, Throughput=0.343, Speed=1.49x2023.1228.88
BK-SDMVariant=Small, MACs=217.78G, Throughput=0.402, Speed=1.75x2023.1227.94
BK-SDMVariant=Tiny, MACs=205.09G, Throughput=0.416, Speed=1.81x2023.1227.36
SD3 MediumMACs(T)=6.01, Latency(s)=10.67, Speed=1.00x, Finetune=false2025.050.3279
SDTM*Configuration=a, MACs(T)=4.13, Latency(s)=8.02, Speed=1.33x, Finetune=false2025.050.3261
SDTM*Configuration=b, MACs(T)=3.62, Latency(s)=6.90, Speed=1.55x, Finetune=false2025.050.3252
SDTMConfiguration=a, MACs(T)=4.20, Latency(s)=8.20, Speed=1.30x, Finetune=false2025.050.3248
SDTMConfiguration=b, MACs(T)=3.66, Latency(s)=7.07, Speed=1.51x, Finetune=false2025.050.3231
DyDiTConfiguration=b, MACs(T)=3.74, Latency(s)=6.87, Speed=1.55x, Finetune=true2025.050.3227
TokenCacheConfiguration=b, MACs(T)=3.72, Latency(s)=6.97, Speed=1.53x, Finetune=true2025.050.3226
AT-EDMConfiguration=a, MACs(T)=4.23, Latency(s)=8.14, Speed=1.31x, Finetune=false2025.050.3219
AT-EDMConfiguration=b, MACs(T)=3.78, Latency(s)=7.02, Speed=1.52x, Finetune=false2025.050.3125
ToMeSDConfiguration=a, MACs(T)=4.27, Latency(s)=8.08, Speed=1.32x, Finetune=false2025.050.3108
ToMeSDConfiguration=b, MACs(T)=3.81, Latency(s)=7.11, Speed=1.50x, Finetune=false2025.050.2816