Species identification on BASE dataset 2019A2 (test)
97.7Balanced AccuracyDINOv2
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DINOv2Hierarchy=Vegetation2025.08 | 97.7 | 97.7 | 97.7 | 97.7 | 1 | |
| DINOv2Hierarchy=Class2025.08 | 97.6 | 96.7 | 96.8 | 96.7 | 1 | |
| DeepLabV3Hierarchy=Vegetation2025.08 | 97 | 97.4 | 97 | 97.2 | 0.998 | |
| DINOv2Hierarchy=Order2025.08 | 96.9 | 94.7 | 94.5 | 94.6 | 0.999 | |
| DINOv2Hierarchy=Family2025.08 | 96.4 | 92.6 | 93.3 | 92.9 | 0.998 | |
| DeepLabV3Hierarchy=Class2025.08 | 96.4 | 95.1 | 94.9 | 95 | 0.997 | |
| DINOv2Hierarchy=Genus2025.08 | 94.2 | 89.1 | 88.7 | 88.8 | 0.987 | |
| DINOv2Hierarchy=Species2025.08 | 93.5 | 87 | 87.4 | 87 | 0.983 | |
| DeepLabV3Hierarchy=Order2025.08 | 86.8 | 76.8 | 74.7 | 74.8 | 0.817 | |
| DeepLabV3Hierarchy=Family2025.08 | 84 | 71.2 | 68.9 | 69.1 | 0.761 | |
| DeepLabV3Hierarchy=Genus2025.08 | 78.1 | 59.4 | 57 | 56.7 | 0.663 | |
| DeepLabV3Hierarchy=Species2025.08 | 76.8 | 55.9 | 54.3 | 53.4 | 0.624 |