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ResearchFormerly WizWand

Fine-grained Image Classification on FungiTastic

55mAccPCA white cosine
21.7230.363947.64May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PCA white cosinek=50, Backbone=DINOv3, Preprocessing=PCA Whitening2026.0555
PCA white cosinek=100, Backbone=DINOv3, Preprocessing=PCA Whitening2026.0555
PCA white cosinek=200, Backbone=DINOv3, Preprocessing=PCA Whitening2026.0555
PCA white cosinek=20, Backbone=DINOv3, Preprocessing=PCA Whitening2026.0551
PCA white cosinek=10, Backbone=DINOv3, Preprocessing=PCA Whitening2026.0544
Norm. cosinek=100, Backbone=DINOv32026.0533
Norm. cosinek=200, Backbone=DINOv32026.0533
PCA white cosinek=5, Backbone=DINOv3, Preprocessing=PCA Whitening2026.0533
Norm. cosinek=50, Backbone=DINOv32026.0532
PCA cosinek=50, Backbone=DINOv32026.0532
PCA cosinek=100, Backbone=DINOv32026.0532
PCA cosinek=200, Backbone=DINOv32026.0532
Norm. cosinek=20, Backbone=DINOv32026.0531
PCA cosinek=20, Backbone=DINOv32026.0530
Norm. cosinek=10, Backbone=DINOv32026.0528
PCA cosinek=10, Backbone=DINOv32026.0527
Norm. cosinek=5, Backbone=DINOv32026.0524
PCA cosinek=5, Backbone=DINOv32026.0523