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ResearchFormerly WizWand

Clustering on GTSRB (ACC%, NMI%, RCut, NCut)

68.9Accuracy (%)Spectral Clustering
33.85242.95152.0561.149Nov 4, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Spectral ClusteringK=43, Q=0.78, Embeddings=CLIP ViT-L/142025.1168.975.72546.3
PRCut*K=43, Q=0.78, Embeddings=CLIP ViT-L/142025.1164.468.946912.3
H-RCutK=43, Q=0.78, Embeddings=CLIP ViT-L/142025.1162.567.953212.8
H-NCutK=43, Q=0.78, Embeddings=CLIP ViT-L/142025.116267.852512.6
Spectral ClusteringEmbedding Model=DINOv3-B, K=43, Q=0.622025.114860.53649.2
PRCut*Embedding Model=DINOv3-B, K=43, Q=0.622025.1146.155.661915.1
H-NCutEmbedding Model=DINOv3-B, K=43, Q=0.622025.1146.158.162715.1
H-RCutEmbedding Model=DINOv3-B, K=43, Q=0.622025.1145.255.964915.7
H-RCutEmbedding=DINOv2, Graph type=50-NN RBF, K=43, Q=0.492025.1137.945.274517.1
H-NCutEmbedding=DINOv2, Graph type=50-NN RBF, K=43, Q=0.492025.1136.744.174617.2
PRCut*Embedding=DINOv2, Graph type=50-NN RBF, K=43, Q=0.492025.1136.244.276017.3
Spectral ClusteringEmbedding=DINOv2, Graph type=50-NN RBF, K=43, Q=0.492025.1135.243.752612.9