Self-supervised Knowledge Distillation for Few-shot Learning

Benchmark Model Rank Results
few-shot-image-classification-on-cifar-fs-5SKD#18Accuracy: 76.9
few-shot-image-classification-on-cifar-fs-5-1SKD#15Accuracy: 88.9
few-shot-image-classification-on-fc100-5-waySKD#12Accuracy: 46.5
few-shot-image-classification-on-fc100-5-way-1SKD#11Accuracy: 63.1
few-shot-image-classification-on-mini-2SKD#46Accuracy: 67.04
few-shot-image-classification-on-mini-3SKD#32Accuracy: 83.54
few-shot-image-classification-on-tieredSKD#26Accuracy: 72.03
few-shot-image-classification-on-tiered-1SKD#22Accuracy: 86.66