Personalized Image Aesthetic Assessment on PARA cross-domain evaluation
0.62Spearman's RhoPIAA-ICI (w/o User Attr)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PIAA-ICI (w/o User Attr)Pre-training strategy=pre-trained on PARA, User attributes usage=w/o User Attr2026.04 | 0.62 | 0.392 | |
| Linear-HiddenBackbone=Qwen3-VL 4B, Pre-training strategy=pretrained VLM representations without dataset-specific pretraining2026.04 | 0.611 | 0.362 |