Attribute Control on SDXL
2.76CLIP Difference (Age)HEART-A
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| HEART-ATime (s)=32, Memory (GB)=∼ 0, Training Required=No2026.05 | 2.76 | 2.58 | 0.94 | 1.8 | 0.353 | 0.34 | 0.334 | 0.339 | |
| Text SlidersTime (s)=551, Memory (GB)=5.68, Training Required=Yes2026.05 | 2.61 | 3.15 | 0.88 | 1.19 | 0.35 | 0.117 | 0.15 | 0.068 | |
| Concept SlidersTime (s)=1263, Memory (GB)=3.87, Training Required=Yes2026.05 | 2.01 | 0.9 | 0.41 | 0.46 | 0.25 | 0.1 | 0.11 | 0.12 | |
| Attribute ControlTime (s)=26132, Memory (GB)=24.66, Training Required=Yes2026.05 | 1.78 | 1.01 | 0.14 | 0.84 | 0.276 | 0.241 | 0.208 | 0.272 |