Model-Agnostic Graph Regularization for Few-Shot Learning

Benchmark Model Rank Results
few-shot-image-classification-on-imagenet-fsSGM + Graph (ResNet-50)Top-5 Accuracy (%): 61.1
few-shot-image-classification-on-imagenet-fs-1SGM + Graph (ResNet-50)Top-5 Accuracy (%): 70.3
few-shot-image-classification-on-imagenet-fs-2SGM + Graph (ResNet-50)Top-5 Accuracy (%): 78.6
few-shot-image-classification-on-imagenet-fs-6SGM + graphTop-5 Accuracy (%): 78.6