Urban Perception Prediction (Boring) on Subjective Urban Perception dataset
41.1Macro F1Gaze + AOI Transformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Gaze + AOI TransformerInput=Gaze + Semantic AOI2026.05 | 41.1 | 42.6 | |
| AOI Sequence TransformerInput=Semantic AOI sequence2026.05 | 40.3 | 41.9 | |
| AOI-Only ModelInput=Semantic AOI only2026.05 | 39.9 | 43.8 | |
| w/o GazeAblation=Removal of gaze component from Gaze + AOI Transformer2026.05 | 39.6 | 41.2 | |
| Shuffled AOI AlignmentAblation=Randomized alignment for Gaze + AOI Transformer2026.05 | 37.6 | 38.9 |