Geometric Mean Improves Loss For Few-Shot Learning

Benchmark Model Rank Results
few-shot-image-classification-on-cifar-fs-5GML (ResNet-12)Accuracy: 71.09
few-shot-image-classification-on-cifar-fs-5-1GML (ResNet-12)Accuracy: 85.08
few-shot-image-classification-on-mini-2GML (ResNet-12)Accuracy: 65.51
few-shot-image-classification-on-mini-3GML (ResNet-12)Accuracy: 81.13
few-shot-image-classification-on-tieredGML (ResNet-12)Accuracy: 69.61
few-shot-image-classification-on-tiered-1GML (ResNet-12)Accuracy: 84.04