Stylized Image Generation on User Study Style/Color Ref + Prompt
91Prompt AlignmentCDST
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CDSTcompared_against=Adobe Firefly v22025.05 | 91 | 87.8 | 70.5 | 72.9 | 83.1 | |
| CDSTcompared_against=Adobe Firefly v32025.05 | 87.3 | 89 | 91.9 | 75.1 | 88.7 | |
| CDSTcompared_against=Midjourney v6.12025.05 | 69.6 | 71.1 | 39.2 | 77.1 | 57.3 | |
| CDSTcompared_against=StyleDrop2025.05 | 67.1 | 68.7 | 87.9 | 55.7 | 78.9 | |
| CDSTcompared_against=CSGO2025.05 | 59.9 | 93 | 78.3 | 73.3 | 84.4 | |
| CDSTcompared_against=InstantStyle2025.05 | 57.5 | 90.7 | 74.4 | 80.4 | 84.9 |