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ResearchFormerly WizWand

Image Classification on CIFAR-100 (Stu. and Delta Metrics)

79.11Student AccuracySFTN-4
72.76674.41376.0677.707Feb 12, 2021
Updated 8mo ago

Evaluation results

MethodLinks
SFTN-4Teacher=resnet32x4, Student=ShuffleV1, Training Epochs=240 x 42021.0279.117.16
SFTN-4Teacher=resnet32x4, Student=ShuffleV2, Training Epochs=240 x 42021.0278.955.74
SFTNTeacher=resnet32x4, Student=ShuffleV22021.0278.074.86
SFTNTeacher=resnet32x4, Student=ShuffleV12021.0277.935.98
RCOTeacher=resnet32x4, Student=ShuffleV22021.0277.44.19
RCO-EEI-4Teacher=resnet32x4, Student=ShuffleV1, Training Epochs=240 x 42021.0276.975.02
SFTN-4Teacher=WRN40-2, Student=WRN16-2, Training Epochs=240 x 42021.0276.963.55
RCO-EEI-4Teacher=resnet32x4, Student=ShuffleV2, Training Epochs=240 x 42021.0276.893.68
SFTN-4Teacher=resnet32x4, Student=resnet8x4, Training Epochs=240 x 42021.0276.674.29
RCOTeacher=resnet32x4, Student=ShuffleV12021.0276.624.67
SFTN-4Teacher=WRN40-2, Student=WRN40-1, Training Epochs=240 x 42021.0276.314.15
SFTNTeacher=WRN40-2, Student=WRN16-22021.0276.252.84
SFTNTeacher=resnet32x4, Student=resnet8x42021.0276.093.71
RCO-EEI-4Teacher=WRN40-2, Student=WRN16-2, Training Epochs=240 x 42021.0275.692.28
SFTN-4Teacher=ResNet50, Student=VGG8, Training Epochs=240 x 42021.0275.524.4
StandardTeacher=WRN40-2, Student=WRN16-22021.0275.462.05
KDCLTeacher=WRN40-2, Student=WRN16-22021.0275.452.04
RCOTeacher=WRN40-2, Student=WRN16-22021.0275.361.95
DMLTeacher=WRN40-2, Student=WRN16-22021.0275.31.89
StandardTeacher=resnet32x4, Student=ShuffleV22021.0275.252.04
KDCLTeacher=resnet32x4, Student=resnet8x42021.0275.212.83
SFTNTeacher=WRN40-2, Student=WRN40-12021.0275.092.93
SFTNTeacher=ResNet50, Student=VGG82021.0274.923.8
RCO-EEI-4Teacher=WRN40-2, Student=WRN40-1, Training Epochs=240 x 42021.0274.872.71
KDCLTeacher=WRN40-2, Student=WRN40-12021.0274.652.49
DMLTeacher=resnet32x4, Student=resnet8x42021.0274.341.96
KDCLTeacher=resnet32x4, Student=ShuffleV22021.0274.31.09
RCOTeacher=ResNet50, Student=VGG82021.0274.33.18
RCOTeacher=WRN40-2, Student=WRN40-12021.0274.292.13
StandardTeacher=resnet32x4, Student=ShuffleV12021.0274.262.31
RCO-EEI-4Teacher=ResNet50, Student=VGG8, Training Epochs=240 x 42021.0274.243.12
DMLTeacher=WRN40-2, Student=WRN40-12021.0274.081.92
RCOTeacher=resnet32x4, Student=resnet8x42021.0274.061.68
KDCLTeacher=resnet32x4, Student=ShuffleV12021.0273.982.03
StandardTeacher=ResNet50, Student=VGG82021.0273.822.7
DMLTeacher=resnet32x4, Student=ShuffleV22021.0273.80.59
StandardTeacher=WRN40-2, Student=WRN40-12021.0273.731.57
RCO-EEI-4Teacher=resnet32x4, Student=resnet8x4, Training Epochs=240 x 42021.0273.731.35
KDCLTeacher=ResNet50, Student=VGG82021.0273.482.36
StandardTeacher=resnet32x4, Student=resnet8x42021.0273.391.01
DMLTeacher=resnet32x4, Student=ShuffleV12021.0273.371.42
DMLTeacher=ResNet50, Student=VGG82021.0273.011.89