Fine-grained Image Classification on FungiTastic
55mAccPCA white cosine
Evaluation Results
| Method | Links | |
|---|---|---|
| PCA white cosinek=50, Backbone=DINOv3, Preprocessing=PCA Whitening2026.05 | 55 | |
| PCA white cosinek=100, Backbone=DINOv3, Preprocessing=PCA Whitening2026.05 | 55 | |
| PCA white cosinek=200, Backbone=DINOv3, Preprocessing=PCA Whitening2026.05 | 55 | |
| PCA white cosinek=20, Backbone=DINOv3, Preprocessing=PCA Whitening2026.05 | 51 | |
| PCA white cosinek=10, Backbone=DINOv3, Preprocessing=PCA Whitening2026.05 | 44 | |
| Norm. cosinek=100, Backbone=DINOv32026.05 | 33 | |
| Norm. cosinek=200, Backbone=DINOv32026.05 | 33 | |
| PCA white cosinek=5, Backbone=DINOv3, Preprocessing=PCA Whitening2026.05 | 33 | |
| Norm. cosinek=50, Backbone=DINOv32026.05 | 32 | |
| PCA cosinek=50, Backbone=DINOv32026.05 | 32 | |
| PCA cosinek=100, Backbone=DINOv32026.05 | 32 | |
| PCA cosinek=200, Backbone=DINOv32026.05 | 32 | |
| Norm. cosinek=20, Backbone=DINOv32026.05 | 31 | |
| PCA cosinek=20, Backbone=DINOv32026.05 | 30 | |
| Norm. cosinek=10, Backbone=DINOv32026.05 | 28 | |
| PCA cosinek=10, Backbone=DINOv32026.05 | 27 | |
| Norm. cosinek=5, Backbone=DINOv32026.05 | 24 | |
| PCA cosinek=5, Backbone=DINOv32026.05 | 23 |