Enhancing Few-Shot Image Classification with Unlabelled Examples

Benchmark Model Rank Results
few-shot-image-classification-on-meta-datasetTransductive CNAPS#10Accuracy: 70.32
few-shot-image-classification-on-meta-dataset-1Transductive CNAPS#2Mean Rank: 3.05
few-shot-image-classification-on-mini-12Transductive CNAPS + FETI#1Accuracy: 68.5
few-shot-image-classification-on-mini-12Transductive CNAPS#4Accuracy: 42.8
few-shot-image-classification-on-mini-13Transductive CNAPS + FETI#1Accuracy: 85.9
few-shot-image-classification-on-mini-13Transductive CNAPS#4Accuracy: 59.6
few-shot-image-classification-on-mini-2Transductive CNAPS + FETI#13Accuracy: 79.9
few-shot-image-classification-on-mini-2Transductive CNAPS#76Accuracy: 55.6
few-shot-image-classification-on-mini-3Transductive CNAPS + FETI#6Accuracy: 91.5
few-shot-image-classification-on-mini-3Transductive CNAPS#68Accuracy: 73.1
few-shot-image-classification-on-tieredTransductive CNAPS + FETI#21Accuracy: 73.8
few-shot-image-classification-on-tieredTransductive CNAPS#38Accuracy: 65.9
few-shot-image-classification-on-tiered-1Transductive CNAPS + FETI#17Accuracy: 87.7
few-shot-image-classification-on-tiered-1Transductive CNAPS#37Accuracy: 81.8
few-shot-image-classification-on-tiered-2Transductive CNAPS + FETI#1Accuracy: 65.1
few-shot-image-classification-on-tiered-2Transductive CNAPS#3Accuracy: 54.6
few-shot-image-classification-on-tiered-3Transductive CNAPS + FETI#1Accuracy: 80.6
few-shot-image-classification-on-tiered-3Transductive CNAPS#3Accuracy: 72.5