Personalized Image Aesthetic Assessment on LAPIS (cross-domain evaluation)
0.568Spearman's RhoLinear-Hidden
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Linear-HiddenBackbone=Qwen3-VL 4B, Pre-training strategy=pretrained VLM representations without dataset-specific pretraining2026.04 | 0.568 | 0.319 | |
| PIAA-ICI (w/o User Attr)Pre-training strategy=pre-trained on PARA, User attributes usage=w/o User Attr2026.04 | 0.206 | -0.062 |