Species Classification on Quebec Trees (test)
88.85F1 ScoreDINOv3-L
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DINOv3-LParam. (M)=606, Frozen Backbone=false2026.03 | 88.85 | 86.92 | |
| DINOvTree-LParam. (M)=3282026.03 | 88.38 | 87.25 | |
| DINOv3-BParam. (M)=1712026.03 | 87.46 | 85.1 | |
| DINOvTree-BParam. (M)=1002026.03 | 86.89 | 85.03 | |
| PECore-BParam. (M)=1872026.03 | 86.82 | 84.57 | |
| SwinV2-BParam. (M)=1742026.03 | 85.78 | 83.77 | |
| MambaVision-BParam. (M)=1932026.03 | 85.37 | 83.42 | |
| ConvNext-BParam. (M)=1752026.03 | 84.87 | 82.91 | |
| ResNet50Param. (M)=472026.03 | 76.67 | 74.01 | |
| ResNet50 w/ DSMParam. (M)=47, Input=RGB + DSM2026.03 | 76.36 | 73.58 | |
| AnySatParam. (M)=2502026.03 | 69.99 | 68.98 | |
| Mask R-CNNParam. (M)=88, Variant=variant from [22, 27]2026.03 | 65.49 | 65.86 | |
| DINOv3-LParam. (M)=606, Frozen Backbone=true2026.03 | 28.76 | 26.64 | |
| DINOv3-L-SatParam. (M)=606, Frozen Backbone=true2026.03 | 27.43 | 25.03 |