Diverse Image Generation on COCO
8.42Time / prompt (s)i.i.d.
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| i.i.d.Model=SD1.5, Gallery size (K)=32026.05 | 8.42 | 1 | |
| coupledModel=SD1.5, Gallery size (K)=32026.05 | 8.42 | 1 | |
| i.i.d. + CNOModel=SD1.5, Gallery size (K)=32026.05 | 8.92 | 1.06 | |
| coupled + CNOModel=SD1.5, Gallery size (K)=32026.05 | 8.92 | 1.06 | |
| i.i.d.Model=SDXL, Gallery size (K)=32026.05 | 18.27 | 1 | |
| coupledModel=SDXL, Gallery size (K)=32026.05 | 18.27 | 1 | |
| i.i.d. + CNOModel=SDXL, Gallery size (K)=32026.05 | 19.06 | 1.04 | |
| coupled + CNOModel=SDXL, Gallery size (K)=32026.05 | 19.06 | 1.04 | |
| i.i.d.Model=SD3, Gallery size (K)=32026.05 | 64.73 | 1 | |
| coupledModel=SD3, Gallery size (K)=32026.05 | 64.73 | 1 | |
| i.i.d. + CNOModel=SD3, Gallery size (K)=32026.05 | 71.88 | 1.11 | |
| coupled + CNOModel=SD3, Gallery size (K)=32026.05 | 71.88 | 1.11 |