Fine-Grained Visual Recognition on Stanford40 (val)
60.21Top-1 AccuracyFiGKD
Evaluation results
| Method | Links | |
|---|---|---|
| FiGKDTeacher Architecture=MobileNetV1, Student Architecture=ResNet182025.05 | 60.21 | |
| MLKDTeacher Architecture=MobileNetV1, Student Architecture=ResNet182025.05 | 59.06 | |
| TeacherTeacher Architecture=MobileNetV1, Student Architecture=ResNet182025.05 | 56.06 | |
| DKDTeacher Architecture=MobileNetV1, Student Architecture=ResNet182025.05 | 55.8 | |
| ATTeacher Architecture=MobileNetV1, Student Architecture=ResNet182025.05 | 55.51 | |
| CRDTeacher Architecture=MobileNetV1, Student Architecture=ResNet182025.05 | 54.26 | |
| PKTTeacher Architecture=MobileNetV1, Student Architecture=ResNet182025.05 | 54.18 | |
| KDTeacher Architecture=MobileNetV1, Student Architecture=ResNet182025.05 | 54.07 | |
| FiGKDTeacher Architecture=ResNet34, Student Architecture=ResNet182025.05 | 53.69 | |
| MLKDTeacher Architecture=ResNet34, Student Architecture=ResNet182025.05 | 52.86 | |
| ReviewKDTeacher Architecture=MobileNetV1, Student Architecture=ResNet182025.05 | 51.77 | |
| RKDTeacher Architecture=MobileNetV1, Student Architecture=ResNet182025.05 | 51.12 | |
| ATTeacher Architecture=ResNet34, Student Architecture=ResNet182025.05 | 51.08 | |
| PKTTeacher Architecture=ResNet34, Student Architecture=ResNet182025.05 | 50.25 | |
| ReviewKDTeacher Architecture=ResNet34, Student Architecture=ResNet182025.05 | 49.95 | |
| DKDTeacher Architecture=ResNet34, Student Architecture=ResNet182025.05 | 49.84 | |
| CRDTeacher Architecture=ResNet34, Student Architecture=ResNet182025.05 | 49.77 | |
| KDTeacher Architecture=ResNet34, Student Architecture=ResNet182025.05 | 49.42 | |
| TeacherTeacher Architecture=ResNet34, Student Architecture=ResNet182025.05 | 49.06 | |
| FitNetTeacher Architecture=ResNet34, Student Architecture=ResNet182025.05 | 46.89 | |
| RKDTeacher Architecture=ResNet34, Student Architecture=ResNet182025.05 | 46.68 | |
| StudentTeacher Architecture=ResNet34, Student Architecture=ResNet182025.05 | 45.94 | |
| StudentTeacher Architecture=MobileNetV1, Student Architecture=ResNet182025.05 | 45.94 | |
| FitNetTeacher Architecture=MobileNetV1, Student Architecture=ResNet182025.05 | 44.04 |