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ResearchFormerly WizWand

Category Discovery on FGVC-Aircraft New classes

65.1AccuracyµGCD
14.86827.90940.9553.991Nov 28, 2023
Updated 8mo ago

Evaluation results

MethodLinks
µGCDPre-training=DINOv22023.1165.1
SimGCDPre-training=DINOv22023.1160.9
GCDPre-training=DINOv22023.1159.2
µGCDPre-training=DINO2023.1153
PromptCALPre-training=DINO2023.1152.3
SimGCDPre-training=DINO2023.1151.8
XConPre-training=DINO2023.1149.4
GCDPre-training=DINO2023.1146.9
UNO+Pre-training=DINO2023.1132.2
RankStats+Pre-training=DINO2023.1122.2
k-meansPre-training=DINOv22023.1119.9
ORCAPre-training=DINO2023.1117.1
k-meansPre-training=DINO2023.1116.8