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ResearchFormerly WizWand

Fine-grained recognition on BREEDS LIVING-17 (test)

90.97AccuracySCGM-A
15.67435.22254.7774.318Nov 18, 2023
Updated 8mo ago

Evaluation results

MethodLinks
SCGM-AEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1190.97
Ours (PE-HCM)Evaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1190.94
Fine upper-boundEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1190.75
ANCOR-fcEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1190.41
SCGM-GEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1189.72
ANCOREvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1189.23
MoCo-v2-ImageNetEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1182.21
SWAV-ImageNetEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1179.83
Fine upper-boundEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1162.65
MoCo-v2Evaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.1156.66
Ours (PE-HCM)Evaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1153.09
SCGM-AEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1149.31
SCGM-GEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1148.74
ANCOR-fcEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1146.19
ANCOREvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1145.14
MoCo-v2-ImageNetEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1140.29
SWAV-ImageNetEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1138.79
MoCo-v2Evaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.1118.57