List your company
ResearchFormerly WizWand

Video Classification on Kinetics-400 v1 (val)

74.15Top-1 AccTeacher baseline
65.081267.435669.7972.1444Nov 8, 2022
Updated 8mo ago

Evaluation results

MethodLinks
Teacher baselineModel=3DResNet-502022.1174.15
VHDTeacher=3DResNet-50, Student=ResNet-502022.1170.91
VHDTeacher=3DResNet-50, Student=VGG162022.1170.4
HDTeacher=3DResNet-50, Student=ResNet-502022.1170.28
HDTeacher=3DResNet-50, Student=VGG162022.1169.82
AFDTeacher=3DResNet-50, Student=ResNet-50, variant=cnv2022.1169.59
SPTeacher=3DResNet-50, Student=ResNet-502022.1169.14
AFDTeacher=3DResNet-50, Student=ResNet-50, variant=max2022.1169.08
AFDTeacher=3DResNet-50, Student=ResNet-50, variant=avg2022.1168.82
CCKDTeacher=3DResNet-50, Student=ResNet-502022.1168.52
AFDTeacher=3DResNet-50, Student=VGG16, variant=max2022.1168.48
PKTTeacher=3DResNet-50, Student=ResNet-502022.1168.37
ATTeacher=3DResNet-50, Student=ResNet-50, variant=cnv2022.1168.35
SPTeacher=3DResNet-50, Student=VGG162022.1168.29
FitNetTeacher=3DResNet-50, Student=ResNet-50, variant=cnv2022.1168.26
ATTeacher=3DResNet-50, Student=ResNet-50, variant=avg2022.1168.21
RKDTeacher=3DResNet-50, Student=ResNet-502022.1168.15
ATTeacher=3DResNet-50, Student=ResNet-50, variant=max2022.1168.13
FitNetTeacher=3DResNet-50, Student=ResNet-50, variant=avg2022.1168.1
FitNetTeacher=3DResNet-50, Student=ResNet-50, variant=max2022.1168.08
KDTeacher=3DResNet-50, Student=ResNet-502022.1168.03
AFDTeacher=3DResNet-50, Student=VGG16, variant=cnv2022.1167.9
AFDTeacher=3DResNet-50, Student=VGG16, variant=avg2022.1167.77
PKTTeacher=3DResNet-50, Student=VGG162022.1167.35
Student baselineModel=ResNet-502022.1167.2
ATTeacher=3DResNet-50, Student=VGG16, variant=max2022.1167.19
ATTeacher=3DResNet-50, Student=VGG16, variant=cnv2022.1167.14
CCKDTeacher=3DResNet-50, Student=VGG162022.1167.13
FitNetTeacher=3DResNet-50, Student=VGG16, variant=cnv2022.1166.92
RKDTeacher=3DResNet-50, Student=VGG162022.1166.91
ATTeacher=3DResNet-50, Student=VGG16, variant=avg2022.1166.86
FitNetTeacher=3DResNet-50, Student=VGG16, variant=avg2022.1166.75
KDTeacher=3DResNet-50, Student=VGG162022.1166.71
FitNetTeacher=3DResNet-50, Student=VGG16, variant=max2022.1166.69
Student baselineModel=VGG162022.1165.43