Research Article
Redundancy Removal Adversarial Active Learning Based on Norm Online Uncertainty Indicator
Table 1
Experimental results of RRAAL and other methods on CIFAR-10, CIFAR-100, and Caltech-101.
| Methods | CIFAR-10 | CIFAR-100 | Caltech-101 |
| Random | 90.59 | 62.29 | 85.79 | MC dropout | 91.33 | 63.13 | 86.09 | Core-set | 91.59 | 64.39 | 87.32 | VAAL | 91.81 | 65.21 | 88.06 | LLAL | 92.01 | 65.78 | 88.13 | SRAAL | 92.25 | 66.11 | 88.95 | RRAAL | 92.87 | 67.09 | 89.58 |
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