Image Aesthetic Assessment on ICAA17K
0.765SRCCDiffoR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DiffoREncoder=ResNet502026.05 | 0.765 | 0.759 | 0.552 | 0.841 | |
| GoREncoder=ResNet502026.05 | 0.679 | 0.682 | 0.584 | 0.791 | |
| FGAesQ2026.03 | 0.653 | 0.674 | — | — | |
| VILA2026.03 | 0.652 | 0.663 | — | — | |
| Charm2026.03 | 0.651 | 0.661 | — | — | |
| NIMA2026.03 | 0.629 | 0.629 | — | — | |
| MambaEncoder=ResNet502026.05 | 0.629 | 0.614 | 0.613 | 0.766 | |
| MUSIQ2026.03 | 0.581 | 0.578 | — | — | |
| TANetEncoder=ResNet502026.05 | 0.547 | 0.559 | 0.679 | 0.701 | |
| NIMAEncoder=ResNet502026.05 | 0.533 | 0.546 | 0.696 | 0.684 | |
| PAMEncoder=ResNet502026.05 | 0.525 | 0.539 | 0.707 | 0.673 | |
| AADBEncoder=ResNet502026.05 | 0.52 | 0.531 | 0.714 | 0.666 | |
| RAPIDEncoder=ResNet502026.05 | 0.508 | 0.516 | 0.742 | 0.642 | |
| UNIAA2026.03 | 0.472 | 0.39 | — | — |