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ResearchFormerly WizWand

Fine-grained recognition on BREEDS ENTITY-30 (test)

94.02AccuracyFine upper-bound
26.00443.66261.3278.978Nov 18, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Fine upper-boundEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1194.02
Ours (PE-HCM)Evaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1192.95
SCGM-GEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1192.9
ANCOR-fcEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1191.84
SCGM-AEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1191.22
ANCOREvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1188.12
MoCo-v2-ImageNetEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1183.06
MoCo-v2Evaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1180.37
SWAV-ImageNetEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1179.91
Fine upper-boundEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1163.72
Ours (PE-HCM)Evaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1144.53
SCGM-AEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1144.14
ANCOR-fcEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1142.33
SCGM-GEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1142.17
ANCOREvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1141.79
MoCo-v2-ImageNetEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1131.73
SWAV-ImageNetEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1131.15
MoCo-v2Evaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1128.62