Image Classification on CIFAR-100 OOD (test)
77.01Test AccuracyMosaicKD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MosaicKDTeacher Architecture=resnet-34, Student Architecture=resnet-18, Distillation Data Source=CIFAR-102021.10 | 77.01 | — | |
| MosaicKDTeacher Architecture=resnet-34, Student Architecture=resnet-18, Distillation Data Source=ImageNet Subset2021.10 | 75.81 | — | |
| MosaicKDTeacher Architecture=resnet-34, Student Architecture=resnet-18, Distillation Data Source=Places365+ Subset2021.10 | 74.7 | — | |
| FitNetTeacher Architecture=resnet-34, Student Architecture=resnet-18, Distillation Data Source=CIFAR-102021.10 | 70.14 | — | |
| RKDTeacher Architecture=resnet-34, Student Architecture=resnet-18, Distillation Data Source=CIFAR-102021.10 | 67.45 | — | |
| MosaicKDTeacher Architecture=resnet-34, Student Architecture=resnet-18, Distillation Data Source=SVHN2021.10 | 47.18 | — | |
| MosaicKDDistillation Data Source=CIFAR-102021.10 | — | 69.55 | |
| MosaicKDDistillation Data Source=ImageNet Subset2021.10 | — | 67.6 | |
| MosaicKDDistillation Data Source=Places365+ Subset2021.10 | — | 66.23 | |
| MosaicKDDistillation Data Source=SVHN2021.10 | — | 41.38 |