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ResearchFormerly WizWand

Image Classification on ImageNet (val) (Top-1 Error, Top-5 Error)

26.7Top-1 ErrorTeacher
26.55827.516528.47529.4335Nov 3, 2020
Updated 8mo ago

Evaluation results

MethodLinks
TeacherBackbone=ResNet-342020.1126.78.58
Ours (l2 + LSH)Teacher Backbone=ResNet-34, Student Backbone=ResNet-18, loss=l2 + LSH2020.1128.289.59
SSKDTeacher Backbone=ResNet-34, Student Backbone=ResNet-182020.1128.389.33
Ours (l2)Teacher Backbone=ResNet-34, Student Backbone=ResNet-18, loss=l22020.1128.619.61
CRD+KDTeacher Backbone=ResNet-34, Student Backbone=ResNet-182020.1128.629.51
CRDTeacher Backbone=ResNet-34, Student Backbone=ResNet-182020.1128.839.87
ATTeacher Backbone=ResNet-34, Student Backbone=ResNet-182020.1129.310
KDTeacher Backbone=ResNet-34, Student Backbone=ResNet-182020.1129.3410.12
SPTeacher Backbone=ResNet-34, Student Backbone=ResNet-182020.1129.3810.2
Online-KDTeacher Backbone=ResNet-34, Student Backbone=ResNet-182020.1129.4510.41
CCTeacher Backbone=ResNet-34, Student Backbone=ResNet-182020.1130.0410.83
StudentBackbone=ResNet-182020.1130.2510.93