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ResearchFormerly WizWand

Clustering on RESISC-45

82.3AccuracyPRCut*
66.07670.28874.578.712Nov 4, 2025
Updated 7mo ago

Evaluation results

MethodLinks
PRCut*K=45, Q=0.77, Embeddings=CLIP ViT-L/142025.1182.384.13037.4
PRCut*Embedding=DINOv2, Graph type=50-NN RBF, K=45, Q=0.722025.1179.280.24379.8
H-NCutEmbedding=DINOv2, Graph type=50-NN RBF, K=45, Q=0.722025.1178.479.84199.4
H-RCutK=45, Q=0.77, Embeddings=CLIP ViT-L/142025.1177.882.13248
H-NCutK=45, Q=0.77, Embeddings=CLIP ViT-L/142025.1176.881.93368.3
Spectral ClusteringK=45, Q=0.77, Embeddings=CLIP ViT-L/142025.1176.282.92405.9
PRCut*Embedding Model=DINOv3-B, K=45, Q=0.702025.1175.176.749711.6
H-RCutEmbedding=DINOv2, Graph type=50-NN RBF, K=45, Q=0.722025.1174.578.34299.6
H-RCutEmbedding Model=DINOv3-B, K=45, Q=0.702025.1170.774.652912.3
H-NCutEmbedding Model=DINOv3-B, K=45, Q=0.702025.1170.674.452712.2
Spectral ClusteringEmbedding=DINOv2, Graph type=50-NN RBF, K=45, Q=0.722025.116874.93147.3
Spectral ClusteringEmbedding Model=DINOv3-B, K=45, Q=0.702025.1166.774.63638.6