Affective Image Stylization on EmoEdit (inference)
0.727CLIP ScoreCLVA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CLVACategory=AIM2025.12 | 0.727 | 0.789 | 2.03 | 14.99 | 9.49 | |
| EmoStyleCategory=AIS (proposed)2025.12 | 0.718 | 0.842 | 1.976 | 33.36 | 7.59 | |
| AIFCategory=AIM2025.12 | 0.712 | 0.78 | 2.625 | 12.99 | 8.48 | |
| OmniStyleCategory=Style transfer2025.12 | 0.71 | 0.813 | 2.615 | 12.8 | 11.9 | |
| CLIPStylerCategory=Style transfer2025.12 | 0.709 | 0.769 | 3.001 | 12.6 | 19.89 | |
| IP2PCategory=Image editing2025.12 | 0.708 | 0.729 | 3.459 | 24.34 | 12.76 | |
| LEDITS++Category=Image editing2025.12 | 0.687 | 0.807 | 2.637 | 15.97 | 13.11 | |
| EmoEditorCategory=AIM2025.12 | 0.686 | 0.761 | 2.744 | 14.88 | 13.65 | |
| EmoEditCategory=AIM2025.12 | 0.597 | 0.545 | 2.245 | 12.6 | 28.83 | |
| InSTCategory=Style transfer2025.12 | 0.569 | 0.679 | 2.016 | 21.22 | 11.48 | |
| LSASTCategory=Style transfer2025.12 | 0.551 | 0.747 | 2.231 | 12.5 | 11.28 |