Text-to-image Generation on PartiPrompts
30.02CLIP ScoreDeMe (Before Merge)
Evaluation Results
| Method | Links | |
|---|---|---|
| DeMe (Before Merge)#Iterations=20K×42024.10 | 30.02 | |
| ANT-UW#Iterations=80K2024.10 | 29.98 | |
| DeMe (After Merge)#Iterations=20K×42024.10 | 29.98 | |
| ANT-NashMTL#Iterations=80K2024.10 | 29.9 | |
| Min-SNR-γ#Iterations=80K2024.10 | 29.87 | |
| SNR+1#Iterations=80K2024.10 | 29.86 | |
| Trun-SNR#Iterations=80K2024.10 | 29.85 | |
| Before-finetuning2024.10 | 29.78 | |
| PLMSSampling Steps=50, MACs=338.83G, Throughput=0.23, Speed=1.00x2023.12 | 29.51 | |
| P2 Weighting#Iterations=80K2024.10 | 29.5 | |
| DeepCacheN=5, MACs=130.45G, Throughput=0.494, Speed=2.15x2023.12 | 29.46 | |
| PLMSSampling Steps=25, MACs=169.42G, Throughput=0.47, Speed=2.04x2023.12 | 29.33 | |
| BK-SDMVariant=Base, MACs=223.81G, Throughput=0.343, Speed=1.49x2023.12 | 28.88 | |
| BK-SDMVariant=Small, MACs=217.78G, Throughput=0.402, Speed=1.75x2023.12 | 27.94 | |
| BK-SDMVariant=Tiny, MACs=205.09G, Throughput=0.416, Speed=1.81x2023.12 | 27.36 | |
| SD3 MediumMACs(T)=6.01, Latency(s)=10.67, Speed=1.00x, Finetune=false2025.05 | 0.3279 | |
| SDTM*Configuration=a, MACs(T)=4.13, Latency(s)=8.02, Speed=1.33x, Finetune=false2025.05 | 0.3261 | |
| SDTM*Configuration=b, MACs(T)=3.62, Latency(s)=6.90, Speed=1.55x, Finetune=false2025.05 | 0.3252 | |
| SDTMConfiguration=a, MACs(T)=4.20, Latency(s)=8.20, Speed=1.30x, Finetune=false2025.05 | 0.3248 | |
| SDTMConfiguration=b, MACs(T)=3.66, Latency(s)=7.07, Speed=1.51x, Finetune=false2025.05 | 0.3231 | |
| DyDiTConfiguration=b, MACs(T)=3.74, Latency(s)=6.87, Speed=1.55x, Finetune=true2025.05 | 0.3227 | |
| TokenCacheConfiguration=b, MACs(T)=3.72, Latency(s)=6.97, Speed=1.53x, Finetune=true2025.05 | 0.3226 | |
| AT-EDMConfiguration=a, MACs(T)=4.23, Latency(s)=8.14, Speed=1.31x, Finetune=false2025.05 | 0.3219 | |
| AT-EDMConfiguration=b, MACs(T)=3.78, Latency(s)=7.02, Speed=1.52x, Finetune=false2025.05 | 0.3125 | |
| ToMeSDConfiguration=a, MACs(T)=4.27, Latency(s)=8.08, Speed=1.32x, Finetune=false2025.05 | 0.3108 | |
| ToMeSDConfiguration=b, MACs(T)=3.81, Latency(s)=7.11, Speed=1.50x, Finetune=false2025.05 | 0.2816 |