Image Generation on COCO Captions 2014 (val)
0.797LPIPS (w/ G.T.)Original
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Original#Steps=50, #Devices=1, Resolution=1024x10242024.02 | 0.797 | — | — | 24 | — | 338 | 5.02 | — | |
| DistriFusion#Steps=50, #Devices=2, Resolution=1024x10242024.02 | 0.797 | 24.6 | 0.146 | 24.2 | 4.86 | 338 | 3.35 | 1.5 | |
| DistriFusion#Steps=50, #Devices=4, Resolution=1024x10242024.02 | 0.798 | 23 | 0.183 | 24.2 | 5.76 | 338 | 2.26 | 2.2 | |
| DistriFusion#Steps=50, #Devices=8, Resolution=1024x10242024.02 | 0.799 | 22 | 0.211 | 24.4 | 6.46 | 338 | 1.77 | 2.8 | |
| ParaDiGMS#Steps=50, #Devices=8, Resolution=1024x10242024.02 | 0.8 | 19.7 | 0.32 | 25.1 | 10.8 | 657 | 1.8 | 2.8 | |
| Original#Steps=25, #Devices=1, Resolution=1024x10242024.02 | 0.801 | — | — | 23.9 | — | 169 | 2.52 | — | |
| DistriFusion#Steps=25, #Devices=8, Resolution=1024x10242024.02 | 0.802 | 24.7 | 0.161 | 24.6 | 5.67 | 169 | 0.93 | 2.7 | |
| ParaDiGMS#Steps=25, #Devices=8, Resolution=1024x10242024.02 | 0.808 | 21.3 | 0.273 | 25.8 | 10.4 | 721 | 1.89 | 1.3 | |
| Naïve Patch#Steps=50, #Devices=2, Resolution=1024x10242024.02 | 0.812 | 14 | 0.596 | 33.6 | 29.4 | 322 | 2.83 | 1.8 | |
| Naïve Patch#Steps=50, #Devices=4, Resolution=1024x10242024.02 | 0.853 | 10.7 | 0.753 | 125 | 133 | 318 | 1.74 | 2.9 | |
| Naïve Patch#Steps=50, #Devices=8, Resolution=1024x10242024.02 | 0.892 | 7.7 | 0.857 | 252 | 259 | 324 | 1.27 | 4 |