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ResearchFormerly WizWand

Fine-grained Semantic Segmentation on FungiTastic

31mIoUPCA white cosine
11.2416.3721.526.63May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PCA white cosinek=50, Backbone=DINOv3, Preprocessing=PCA Whitening, Segmentation Masks=SAM32026.0531
PCA white cosinek=100, Backbone=DINOv3, Preprocessing=PCA Whitening, Segmentation Masks=SAM32026.0531
PCA white cosinek=200, Backbone=DINOv3, Preprocessing=PCA Whitening, Segmentation Masks=SAM32026.0530
PCA white cosinek=20, Backbone=DINOv3, Preprocessing=PCA Whitening, Segmentation Masks=SAM32026.0529
PCA white cosinek=10, Backbone=DINOv3, Preprocessing=PCA Whitening, Segmentation Masks=SAM32026.0525
PCA white cosinek=5, Backbone=DINOv3, Preprocessing=PCA Whitening, Segmentation Masks=SAM32026.0518
Norm. cosinek=20, Backbone=DINOv3, Segmentation Masks=SAM32026.0515
Norm. cosinek=50, Backbone=DINOv3, Segmentation Masks=SAM32026.0515
Norm. cosinek=100, Backbone=DINOv3, Segmentation Masks=SAM32026.0515
Norm. cosinek=10, Backbone=DINOv3, Segmentation Masks=SAM32026.0514
Norm. cosinek=200, Backbone=DINOv3, Segmentation Masks=SAM32026.0514
PCA cosinek=20, Backbone=DINOv3, Segmentation Masks=SAM32026.0514
PCA cosinek=50, Backbone=DINOv3, Segmentation Masks=SAM32026.0514
PCA cosinek=100, Backbone=DINOv3, Segmentation Masks=SAM32026.0514
PCA cosinek=200, Backbone=DINOv3, Segmentation Masks=SAM32026.0514
PCA cosinek=10, Backbone=DINOv3, Segmentation Masks=SAM32026.0513
Norm. cosinek=5, Backbone=DINOv3, Segmentation Masks=SAM32026.0512
PCA cosinek=5, Backbone=DINOv3, Segmentation Masks=SAM32026.0512