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ResearchFormerly WizWand

Category Discovery on Stanford Cars All classes

76.1AccuracyµGCD
10.26827.35944.4561.541Nov 28, 2023
Updated 8mo ago

Evaluation results

MethodLinks
µGCDPre-training=DINOv22023.1176.1
SimGCDPre-training=DINOv22023.1171.5
GCDPre-training=DINOv22023.1165.7
µGCDPre-training=DINO2023.1156.5
SimGCDPre-training=DINO2023.1153.8
PromptCALPre-training=DINO2023.1150.2
OpenConPre-training=DINO2023.1149.1
MIBPre-training=DINO2023.1143.1
XConPre-training=DINO2023.1140.5
GCDPre-training=DINO2023.1139
UNO+Pre-training=DINO2023.1135.5
k-meansPre-training=DINOv22023.1129.4
RankStats+Pre-training=DINO2023.1128.3
ORCAPre-training=DINO2023.1123.5
k-meansPre-training=DINO2023.1112.8