Tree Counting on TINYTRES China / Gaofen2
60.6RMSETREEMATCH
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TREEMATCHstrong supervision=true, weak supervision=true2026.06 | 60.6 | 0.6 | 36.6 | |
| Uncertainty-aware reg.strong supervision=true, weak supervision=false2026.06 | 63.3 | 0.57 | 37.9 | |
| Density regressionstrong supervision=true, weak supervision=false2026.06 | 64.6 | 0.55 | 37.4 | |
| DM-Countstrong supervision=true, weak supervision=true2026.06 | 65 | 0.55 | 39.6 | |
| VRSNetstrong supervision=true, weak supervision=false2026.06 | 67.5 | 0.51 | 41.2 | |
| Count regressionstrong supervision=true, weak supervision=true2026.06 | 67.9 | 0.5 | 43.7 | |
| TreeFormerstrong supervision=true, weak supervision=false2026.06 | 68.7 | 0.49 | 41.2 | |
| CenterNetstrong supervision=true, weak supervision=true2026.06 | 82.9 | 0.26 | 51.8 | |
| P2Pstrong supervision=true, weak supervision=true2026.06 | 98.7 | -0.05 | 60.4 | |
| Bayes. Crowd Count.strong supervision=true, weak supervision=false2026.06 | 168.8 | -2.06 | 134.1 |