Research Article

Redundancy Removal Adversarial Active Learning Based on Norm Online Uncertainty Indicator

Table 2

Time cost of RRAAL and other methods on CIFAR-10, CIFAR-100, and Caltech-101.

MethodsCIFAR-10CIFAR-100Caltech-101

Random1.001.001.00
MC dropout1.051.061.06
Core-set1.511.541.52
VAAL2.072.112.03
LLAL1.281.311.33
SRAAL2.152.182.12
RRAAL2.212.172.19