Improved Few-Shot Visual Classification

Benchmark Model Rank Results
few-shot-image-classification-on-meta-datasetSimple CNAPS#11Accuracy: 69.86
few-shot-image-classification-on-meta-dataset-1Simple CNAPS#3Mean Rank: 3.45
few-shot-image-classification-on-mini-12Simple CNAPS + FETI#2Accuracy: 63.5
few-shot-image-classification-on-mini-12Simple CNAPS#6Accuracy: 37.1
few-shot-image-classification-on-mini-13Simple CNAPS + FETI#2Accuracy: 83.1
few-shot-image-classification-on-mini-13Simple CNAPS#5Accuracy: 56.7
few-shot-image-classification-on-mini-2Simple CNAPS + FETI#18Accuracy: 77.4
few-shot-image-classification-on-mini-2Simple CNAPS#81Accuracy: 53.2
few-shot-image-classification-on-mini-3Simple CNAPS + FETI#10Accuracy: 90.3
few-shot-image-classification-on-mini-3Simple CNAPS#74Accuracy: 70.8
few-shot-image-classification-on-tieredSimple CNAPS + FETI#28Accuracy: 71.4
few-shot-image-classification-on-tieredSimple CNAPS#41Accuracy: 63.0
few-shot-image-classification-on-tiered-1Simple CNAPS + FETI#27Accuracy: 86.0
few-shot-image-classification-on-tiered-1Simple CNAPS#41Accuracy: 80.0
few-shot-image-classification-on-tiered-2Simple CNAPS + FETI#2Accuracy: 57.1
few-shot-image-classification-on-tiered-2Simple CNAPS#4Accuracy: 48.1
few-shot-image-classification-on-tiered-3Simple CNAPS + FETI#2Accuracy: 78.5
few-shot-image-classification-on-tiered-3Simple CNAPS#4Accuracy: 70.2