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Image Classification on PETS (Accuracy, Complexity)

0.952AccuracyProtoS-ViT
0.897920.911960.9260.94004Dec 19, 2025

Evaluation results

MethodLinks
ProtoS-ViTViT=true, no retraining of encoder=true, no training of clf head=false, backbone=ViT with DinoV2 weights2025.120.9524
KMExViT=true, no retraining of encoder=true, no training of clf head=true, backbone=ViT with DinoV2 weights2025.120.941
PIP-NetViT=false, no retraining of encoder=false, no training of clf head=false2025.120.922
KCCsViT=true, no retraining of encoder=true, no training of clf head=true, backbone=ViT with DinoV2 weights2025.120.92.3