Extended Few-Shot Learning: Exploiting Existing Resources for Novel Tasks

Benchmark Model Rank Results
few-shot-image-classification-on-cifar-fs-5pseudo-shots#11Accuracy: 81.87
few-shot-image-classification-on-cifar-fs-5-1pseudo-shots#13Accuracy: 89.12
few-shot-image-classification-on-fc100-5-waypseudo-shots#4Accuracy: 50.57
few-shot-image-classification-on-fc100-5-way-1pseudo-shots#13Accuracy: 61.58
few-shot-image-classification-on-mini-2pseudo-shots#25Accuracy: 73.35
few-shot-image-classification-on-mini-3pseudo-shots#38Accuracy: 82.51
few-shot-image-classification-on-tieredpseudo-shots#16Accuracy: 76.55
few-shot-image-classification-on-tiered-1pseudo-shots#21Accuracy: 86.82