开放集识别研究综述
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高菲, 杨柳, 李晖
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A survey on open set recognition
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Fei Gao, Liu Yang, Hui Li
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表3 基于深度特征的开放集识别算法结果
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Table 3 Results of OSR based the depth feature
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| Method | MNIST (O*=13.40%) | SVHN (O*=13.40%) | CIFAR10 (O*=24.41%) | Tiny?ImageNet (O*=57.36%) | EVT (y/n) | GAN (y/n) |
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| OpenMax[44] | 98.1 | 89.4 | 81.7 | 57.6 | n | n | | CROSR[52] | 99.8 | 95.5 | — | 67.0 | y | n | | G?OpenMax[56] | 98.4 | 89.6 | 82.7 | 58.0 | n | y | | OSRCI[57] | 98.8 | 91.0 | 83.8 | 58.6 | n | y |
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