Species Identification on REALITY
96Balanced AccuracyDINOv2
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DINOv2Hierarchy=Vegetation2025.08 | 96 | 94.2 | 96 | 95.1 | 96.3 | |
| DeepLabV3Hierarchy=Vegetation2025.08 | 95.7 | 94.2 | 95.7 | 94.9 | 91.7 | |
| DINOv2Hierarchy=Class2025.08 | 95.5 | 91.1 | 93.6 | 92.3 | 96.8 | |
| DINOv2Hierarchy=Order2025.08 | 93.9 | 85.1 | 89 | 86.8 | 96.1 | |
| DINOv2Hierarchy=Family2025.08 | 90.7 | 77.8 | 82.3 | 79.6 | 94.2 | |
| DINOv2Hierarchy=Genus2025.08 | 89.9 | 74 | 80.4 | 76.5 | 88.3 | |
| DINOv2Hierarchy=Species2025.08 | 89.8 | 74.1 | 80.3 | 76.6 | 88.3 | |
| DeepLabV3Hierarchy=Class2025.08 | 88 | 83.9 | 80 | 80.8 | 75.4 | |
| DeepLabV3Hierarchy=Order2025.08 | 71.6 | 52.5 | 46.1 | 41.4 | 40.3 | |
| DeepLabV3Hierarchy=Family2025.08 | 68.8 | 43 | 40 | 31.9 | 31.7 | |
| DeepLabV3Hierarchy=Genus2025.08 | 64.8 | 36.6 | 31.1 | 24.8 | 19.1 | |
| DeepLabV3Hierarchy=Species2025.08 | 64.5 | 37.5 | 30.6 | 24.3 | 19.3 |