Tree Counting on TINYTREES Rwanda PlanetScope
72.4RMSETREEMATCH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TREEMATCHstrong supervision=true, weak supervision=true2026.06 | 72.4 | 0.47 | 51.1 | |
| Count regressionstrong supervision=true, weak supervision=true2026.06 | 75.8 | 0.42 | 53.8 | |
| DM-Countstrong supervision=true, weak supervision=true2026.06 | 76.8 | 0.4 | 53.4 | |
| Density regressionstrong supervision=true, weak supervision=false2026.06 | 79.3 | 0.36 | 54 | |
| Uncertainty-aware reg.strong supervision=true, weak supervision=false2026.06 | 80.5 | 0.34 | 55.3 | |
| Bayes. Crowd Count.strong supervision=true, weak supervision=false2026.06 | 80.5 | 0.34 | 60.9 | |
| VRSNetstrong supervision=true, weak supervision=false2026.06 | 81.7 | 0.32 | 56.9 | |
| TreeFormerstrong supervision=true, weak supervision=false2026.06 | 86 | 0.25 | 59.8 | |
| CenterNetstrong supervision=true, weak supervision=true2026.06 | 98.9 | 0.01 | 69.8 | |
| YOLOv8strong supervision=true, weak supervision=false2026.06 | 448.7 | -0.5 | 85 |