Counting on Delplanque (HerdNet)
0.96MAEOWL-D
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OWL-Dτ (Distance Threshold)=40 pixels2026.06 | 0.96 | 3.44 | 2,332 | 1.4 | |
| OWL-Cτ (Distance Threshold)=40 pixels2026.06 | 1.31 | 2.93 | 2,234 | -2.8 | |
| OWL-Tτ (Distance Threshold)=40 pixels2026.06 | 1.33 | 2.94 | 2,284 | -0.7 | |
| HerdNetτ (Distance Threshold)=40 pixels, Pre-trained=true2026.06 | 1.66 | 3.05 | 2,198 | -4.4 | |
| YOLOv11lτ (Distance Threshold)=40 pixels2026.06 | 1.84 | 3.77 | 2,140 | -6.9 | |
| YOLOv11nτ (Distance Threshold)=40 pixels2026.06 | 2.51 | 4.7 | 2,091 | -9 | |
| POLOτ (Distance Threshold)=40 pixels2026.06 | 3.11 | 5.82 | 2,105 | -8.4 |