Objective Aesthetic Dimension Prediction on Interior-design video dataset (test)
0.743Overall ScoreTimeSformer
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TimeSformer2026.01 | 0.743 | 0.743 | 0.714 | 0.771 | 0.743 | |
| dual-branch CNN-LSTM2026.01 | 0.722 | 0.743 | 0.743 | 0.743 | 0.657 | |
| Video Swin2026.01 | 0.721 | 0.714 | 0.657 | 0.771 | 0.714 | |
| X3D2026.01 | 0.629 | 0.571 | 0.314 | 0.743 | 0.629 | |
| VideoMamba2026.01 | 0.615 | 0.6 | 0.6 | 0.743 | 0.629 | |
| I3D2026.01 | 0.572 | 0.571 | 0.486 | 0.743 | 0.629 |