Aggregated Classification on BillboardLamac (test)
75.9AccuracyČerneková et al.
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Černeková et al.Original Features (Orig.)=true2026.01 | 75.9 | 65.9 | 73.8 | |
| Černeková et al.Original Features (Orig.)=true, Bounding box position (B)=true, DINOv2 full image features (Ifull)=true, DINOv2 cropped image features (Icrop)=true2026.01 | 75.9 | 65.9 | 73.8 | |
| automated pipeline for billboard detection and driver gaze duration estimationBounding box position (B)=true, DINOv2 full image features (Ifull)=true2026.01 | 69 | 47.9 | 63.1 | |
| automated pipeline for billboard detection and driver gaze duration estimationBounding box position (B)=true, DINOv2 full image features (Ifull)=true, DINOv2 cropped image features (Icrop)=true2026.01 | 69 | 46.5 | 62.2 | |
| automated pipeline for billboard detection and driver gaze duration estimationBounding box position (B)=true2026.01 | 62.1 | 36.9 | 52.3 | |
| automated pipeline for billboard detection and driver gaze duration estimationBounding box position (B)=true, DINOv2 cropped image features (Icrop)=true2026.01 | 58.6 | 30.9 | 46.3 | |
| automated pipeline for billboard detection and driver gaze duration estimationDINOv2 full image features (Ifull)=true2026.01 | 55.2 | 23.7 | 39.2 | |
| automated pipeline for billboard detection and driver gaze duration estimationDINOv2 cropped image features (Icrop)=true2026.01 | 55.2 | 23.7 | 39.2 | |
| automated pipeline for billboard detection and driver gaze duration estimationDINOv2 full image features (Ifull)=true, DINOv2 cropped image features (Icrop)=true2026.01 | 55.2 | 23.7 | 39.2 |