Visual Aesthetic Assessment on APDD Generalization Subsets (Oil and Sketch) v2
0.752SRCC (Oil)PSDISTILL
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PSDISTILLTrain=Oil2026.05 | 0.752 | 0.587 | 0.67 | 0.746 | 0.574 | 0.66 | — | |
| PSDISTILLTrain=Skt2026.05 | 0.69 | 0.559 | 0.625 | 0.678 | 0.551 | 0.615 | — | |
| EvoQualityTrain=Oil2026.05 | 0.683 | 0.574 | 0.628 | 0.67 | 0.575 | 0.623 | — | |
| EvoQualityTrain=Skt2026.05 | 0.62 | 0.56 | 0.59 | 0.627 | 0.533 | 0.58 | — | |
| Base (pretrained)Train=–2026.05 | 0.54 | 0.477 | 0.508 | 0.552 | 0.495 | 0.524 | — | |
| EvoQualityTrain source=Oil, Transfer Type=in-domain2026.05 | — | — | — | — | — | — | 0.683 | |
| EvoQualityTrain source=Sketching, Transfer Type=cross-domain2026.05 | — | — | — | — | — | — | 0.62 | |
| PSDISTILLTrain source=Oil, Transfer Type=in-domain2026.05 | — | — | — | — | — | — | 0.752 | |
| PSDISTILLTrain source=Sketching, Transfer Type=cross-domain2026.05 | — | — | — | — | — | — | 0.69 |