Rethinking Generalization in Few-Shot Classification

Benchmark Model Rank Results
few-shot-image-classification-on-cifar-fs-5FewTURE#16Accuracy: 77.76
few-shot-image-classification-on-cifar-fs-5-1FewTURE#16Accuracy: 88.90
few-shot-image-classification-on-fc100-5-wayFewTURE#10Accuracy: 47.68
few-shot-image-classification-on-fc100-5-way-1FewTURE#10Accuracy: 63.81
few-shot-image-classification-on-mini-2FewTURE#26Accuracy: 72.40
few-shot-image-classification-on-mini-3FewTURE#20Accuracy: 86.38
few-shot-image-classification-on-tieredFewTURE#17Accuracy: 76.32
few-shot-image-classification-on-tiered-1FewTURE#6Accuracy: 89.96