Text-to-Image Synthesis on COCO 2014 (10K prompts)
19.01FIDDMD2
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DMD2# Fwd Pass=1, Backbone=SDXL2024.05 | 19.01 | 26.98 | 33.6 | |
| DMD2# Fwd Pass=4, Backbone=SDXL2024.05 | 19.32 | 20.86 | 33.2 | |
| SDXL Teacher# Fwd Pass=100, Backbone=SDXL, cfg=62024.05 | 19.36 | 21.38 | 33.2 | |
| SDXL Teacher# Fwd Pass=100, Backbone=SDXL, cfg=82024.05 | 20.39 | 23.21 | 33.5 | |
| LCM-SDXL# Fwd Pass=4, Backbone=SDXL2024.05 | 22.16 | 33.92 | 31.7 | |
| SDXL-Turbo# Fwd Pass=4, Backbone=SDXL2024.05 | 23.19 | 23.27 | 33.4 | |
| SDXL Lightning# Fwd Pass=1, Backbone=SDXL2024.05 | 23.92 | 31.65 | 31.6 | |
| SDXL Lightning# Fwd Pass=4, Backbone=SDXL2024.05 | 24.46 | 24.56 | 32.3 | |
| SDXL-Turbo# Fwd Pass=1, Backbone=SDXL2024.05 | 24.57 | 23.94 | 33.7 | |
| LCM-SDXL# Fwd Pass=1, Backbone=SDXL2024.05 | 81.62 | 154.4 | 27.5 |