Image Classification on ImageNet 32x32 1000 categories (test)
41.28Test AccuracyTeacher
Evaluation Results
| Method | Links | |
|---|---|---|
| TeacherModel=resnet-56, Training Data=ImageNet (Original Data)2021.10 | 41.28 | |
| KDTeacher=resnet-56, Student=mobilenetv2, Training Data=ImageNet (Original Data)2021.10 | 32.55 | |
| StudentModel=mobilenetv2, Training Data=ImageNet (Original Data)2021.10 | 32.48 | |
| StudentModel=resnet-20, Training Data=ImageNet (Original Data)2021.10 | 32.2 | |
| KDTeacher=resnet-56, Student=resnet-20, Training Data=ImageNet (Original Data)2021.10 | 32.18 | |
| MosaicKDTeacher=resnet-56, Student=resnet-20, Training Data=Places365 (OOD Data)2021.10 | 26.51 | |
| KDTeacher=resnet-56, Student=resnet-20, Training Data=Places365 (OOD Data)2021.10 | 21.76 | |
| FitNetTeacher=resnet-56, Student=resnet-20, Training Data=Places365 (OOD Data)2021.10 | 21.45 | |
| BalancedTeacher=resnet-56, Student=resnet-20, Training Data=Places365 (OOD Data)2021.10 | 21.09 | |
| MosaicKDTeacher=resnet-56, Student=mobilenetv2, Training Data=Places365 (OOD Data)2021.10 | 20.46 | |
| FitNetTeacher=resnet-56, Student=mobilenetv2, Training Data=Places365 (OOD Data)2021.10 | 13.12 | |
| BalancedTeacher=resnet-56, Student=mobilenetv2, Training Data=Places365 (OOD Data)2021.10 | 11.34 | |
| KDTeacher=resnet-56, Student=mobilenetv2, Training Data=Places365 (OOD Data)2021.10 | 10.25 |