HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning

Benchmark Model Rank Results
few-shot-image-classification-on-omniglot-1-shot-20-wayMAML++#5Accuracy: 97.7
few-shot-image-classification-on-omniglot-5-shot-20-wayMAML++#7Accuracy: 99.3%
few-shot-image-classification-on-tiered-imagenet-5-way-5-shotHyperTransformer#46Accuracy: 73.9%
few-shot-image-classification-on-tiered-imagenet-5-way-5-shotRFS#47Accuracy: 73.2%