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ResearchFormerly WizWand

Clustering on FGVC-Aircraft

42.6Accuracy (ACC%)Spectral Clustering
19.225.27531.3537.425Nov 4, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Spectral ClusteringEmbedding Model=DINOv3-B, K=100, Q=0.332025.1142.669.51,72243.4
H-RCutEmbedding Model=DINOv3-B, K=100, Q=0.332025.114167.61,96848.8
H-NCutEmbedding Model=DINOv3-B, K=100, Q=0.332025.1139.667.51,94548
PRCut*Embedding Model=DINOv3-B, K=100, Q=0.332025.1139.268.21,90848
H-NCutK=100, Q=0.25, Embeddings=CLIP ViT-L/142025.113962.22,74864.4
H-RCutK=100, Q=0.25, Embeddings=CLIP ViT-L/142025.1137.961.82,74265.9
Spectral ClusteringK=100, Q=0.25, Embeddings=CLIP ViT-L/142025.1137.458.82,27056.4
PRCut*K=100, Q=0.25, Embeddings=CLIP ViT-L/142025.1136.559.92,60964.3
Spectral ClusteringEmbedding=DINOv2, Graph type=50-NN RBF, K=100, Q=0.172025.1121.946.61,49438
PRCut*Embedding=DINOv2, Graph type=50-NN RBF, K=100, Q=0.172025.1121.446.91,45342.3
H-RCutEmbedding=DINOv2, Graph type=50-NN RBF, K=100, Q=0.172025.1120.145.61,66541.4
H-NCutEmbedding=DINOv2, Graph type=50-NN RBF, K=100, Q=0.172025.1120.145.71,63941.3