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.
| Methods | CIFAR-10 | CIFAR-100 | Caltech-101 |
| Random | 1.00 | 1.00 | 1.00 | MC dropout | 1.05 | 1.06 | 1.06 | Core-set | 1.51 | 1.54 | 1.52 | VAAL | 2.07 | 2.11 | 2.03 | LLAL | 1.28 | 1.31 | 1.33 | SRAAL | 2.15 | 2.18 | 2.12 | RRAAL | 2.21 | 2.17 | 2.19 |
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