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ResearchFormerly WizWand

Fine-grained recognition on BREEDS NONLIVING-26 (test)

90.33AccuracyFine upper-bound
18.299636.999855.774.4002Nov 18, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Fine upper-boundEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1190.33
Ours (PE-HCM)Evaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1189.97
SCGM-GEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1189.87
SCGM-AEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1188.78
ANCOR-fcEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1188.77
ANCOREvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1186.23
MoCo-v2-ImageNetEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1177.07
SWAV-ImageNetEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1176.26
MoCo-v2Evaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1163.51
Fine upper-boundEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1160.68
Ours (PE-HCM)Evaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1150.12
SCGM-GEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1149.25
SCGM-AEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1146.93
ANCOR-fcEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1145.34
ANCOREvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1143.1
MoCo-v2-ImageNetEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1134.78
SWAV-ImageNetEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1133.94
MoCo-v2Evaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1121.07