paper-with-me

CIFAR-FS

CIFAR100 few-shots

홈페이지 · 논문 206편

CIFAR100 few-shots (CIFAR-FS) is randomly sampled from CIFAR-100 (Krizhevsky & Hinton, 2009) by using the same criteria with which miniImageNet has been generated. The average inter-class similarity is sufficiently high to represent a challenge for the current state of the art. Moreover, the limited original resolution of 32×32 makes the task harder and at the same time allows fast prototyping. Source: Bertinetto et al. Image source: Bertinetto et al.

Images

벤치마크

Few-Shot Image Classification on CIFAR-FS 5-way (5-shot) 결과 78개
Few-Shot Image Classification on CIFAR-FS 5-way (1-shot) 결과 76개