Rapid Adaptation with Conditionally Shifted Neurons

Benchmark Model Rank Results
few-shot-image-classification-on-mini-2adaResNet (DF)Accuracy: 56.88
few-shot-image-classification-on-mini-3adaResNet (DF)Accuracy: 71.94
few-shot-image-classification-on-omniglot-1-1adaCNN (DF)Accuracy: 96.12%
few-shot-image-classification-on-omniglot-1-2adaCNN (DF)Accuracy: 98.42
few-shot-image-classification-on-omniglot-5-1adaCNN (DF)Accuracy: 98.43%
few-shot-image-classification-on-omniglot-5-2adaCNN (DF)Accuracy: 99.37