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ResearchFormerly WizWand

Category Discovery on CUB-200 Old classes 2011

0.781AccuracySimGCD
0.373320.479160.5850.69084Nov 28, 2023
Updated 8mo ago

Evaluation results

MethodLinks
SimGCDPre-training=DINOv22023.110.781
µGCDPre-training=DINOv22023.110.759
MIBPre-training=DINO2023.110.757
GCDPre-training=DINOv22023.110.712
µGCDPre-training=DINO2023.110.68
SimGCDPre-training=DINO2023.110.656
PromptCALPre-training=DINO2023.110.644
OpenConPre-training=DINO2023.110.638
k-meansPre-training=DINOv22023.110.606
GCDPre-training=DINO2023.110.566
XConPre-training=DINO2023.110.543
RankStats+Pre-training=DINO2023.110.516
UNO+Pre-training=DINO2023.110.49
ORCAPre-training=DINO2023.110.456
k-meansPre-training=DINO2023.110.389