Subjective Aesthetic Dimension Classification on Interior Design Aesthetics (test)
0.668Overall Scoredual-branch CNN-LSTM
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| dual-branch CNN-LSTM2026.01 | 0.668 | 0.629 | 0.657 | 0.629 | 0.657 | 0.657 | 0.743 | 0.657 | 0.714 | 0.686 | 0.686 | 0.629 | |
| Video Swin2026.01 | 0.649 | 0.571 | 0.686 | 0.629 | 0.571 | 0.629 | 0.629 | 0.714 | 0.686 | 0.629 | 0.714 | 0.686 | |
| TimeSformer2026.01 | 0.6 | 0.457 | 0.543 | 0.514 | 0.6 | 0.6 | 0.629 | 0.657 | 0.686 | 0.6 | 0.714 | 0.6 | |
| VideoMamba2026.01 | 0.532 | 0.6 | 0.514 | 0.486 | 0.571 | 0.514 | 0.6 | 0.486 | 0.543 | 0.457 | 0.514 | 0.514 | |
| X3D2026.01 | 0.525 | 0.314 | 0.543 | 0.571 | 0.543 | 0.514 | 0.6 | 0.4 | 0.629 | 0.6 | 0.543 | 0.514 | |
| I3D2026.01 | 0.516 | 0.486 | 0.486 | 0.514 | 0.543 | 0.476 | 0.6 | 0.457 | 0.571 | 0.437 | 0.571 | 0.514 |