Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition

Benchmark Model Rank Results
few-shot-image-classification-on-meta-datasetURT+MQDA#7Accuracy: 74.3
few-shot-image-classification-on-tiered-imagenet-5-way-5-shotMetaQDA#9Accuracy: 89.56
few-shot-image-classification-on-cifar-fs-5-way-5-shotMetaQDA#17Accuracy: 88.79
few-shot-image-classification-on-tiered-imagenet-5-way-1-shotMetaQDA#19Accuracy: 74.33
few-shot-image-classification-on-cifar-fs-5-way-1-shotMetaQDA#22Accuracy: 75.83
few-shot-image-classification-on-mini-imagenet-5-way-5-shotMetaQDA#30Accuracy: 84.28
few-shot-image-classification-on-mini-imagenet-5-way-1-shotMetaQDA#40Accuracy: 67.83