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ResearchFormerly WizWand

Category Discovery on CUB-200 New classes 2011

73.1AccuracyµGCD
22.24435.44748.6561.853Nov 28, 2023
Updated 8mo ago

Evaluation results

MethodLinks
µGCDPre-training=DINOv22023.1173.1
GCDPre-training=DINOv22023.1172.3
k-meansPre-training=DINOv22023.1171.1
SimGCDPre-training=DINOv22023.1168.3
µGCDPre-training=DINO2023.1164.6
PromptCALPre-training=DINO2023.1162.1
SimGCDPre-training=DINO2023.1157.7
MIBPre-training=DINO2023.1156.2
OpenConPre-training=DINO2023.1154.7
XConPre-training=DINO2023.1151
GCDPre-training=DINO2023.1148.7
k-meansPre-training=DINO2023.1132.1
ORCAPre-training=DINO2023.1130.2
UNO+Pre-training=DINO2023.1128.1
RankStats+Pre-training=DINO2023.1124.2