Fine-grained Semantic Segmentation on FungiTastic
31mIoUPCA white cosine
Evaluation Results
| Method | Links | |
|---|---|---|
| PCA white cosinek=50, Backbone=DINOv3, Preprocessing=PCA Whitening, Segmentation Masks=SAM32026.05 | 31 | |
| PCA white cosinek=100, Backbone=DINOv3, Preprocessing=PCA Whitening, Segmentation Masks=SAM32026.05 | 31 | |
| PCA white cosinek=200, Backbone=DINOv3, Preprocessing=PCA Whitening, Segmentation Masks=SAM32026.05 | 30 | |
| PCA white cosinek=20, Backbone=DINOv3, Preprocessing=PCA Whitening, Segmentation Masks=SAM32026.05 | 29 | |
| PCA white cosinek=10, Backbone=DINOv3, Preprocessing=PCA Whitening, Segmentation Masks=SAM32026.05 | 25 | |
| PCA white cosinek=5, Backbone=DINOv3, Preprocessing=PCA Whitening, Segmentation Masks=SAM32026.05 | 18 | |
| Norm. cosinek=20, Backbone=DINOv3, Segmentation Masks=SAM32026.05 | 15 | |
| Norm. cosinek=50, Backbone=DINOv3, Segmentation Masks=SAM32026.05 | 15 | |
| Norm. cosinek=100, Backbone=DINOv3, Segmentation Masks=SAM32026.05 | 15 | |
| Norm. cosinek=10, Backbone=DINOv3, Segmentation Masks=SAM32026.05 | 14 | |
| Norm. cosinek=200, Backbone=DINOv3, Segmentation Masks=SAM32026.05 | 14 | |
| PCA cosinek=20, Backbone=DINOv3, Segmentation Masks=SAM32026.05 | 14 | |
| PCA cosinek=50, Backbone=DINOv3, Segmentation Masks=SAM32026.05 | 14 | |
| PCA cosinek=100, Backbone=DINOv3, Segmentation Masks=SAM32026.05 | 14 | |
| PCA cosinek=200, Backbone=DINOv3, Segmentation Masks=SAM32026.05 | 14 | |
| PCA cosinek=10, Backbone=DINOv3, Segmentation Masks=SAM32026.05 | 13 | |
| Norm. cosinek=5, Backbone=DINOv3, Segmentation Masks=SAM32026.05 | 12 | |
| PCA cosinek=5, Backbone=DINOv3, Segmentation Masks=SAM32026.05 | 12 |