Open-set Recognition on CIFAR10 (6 known / 4 unknown classes)
97.3AUROCOpenGAN
Evaluation results
| Method | Links | |
|---|---|---|
| OpenGANBackbone=DenseNet2022.11 | 97.3 | |
| OpenHybridBackbone=DenseNet2022.11 | 95 | |
| MetaMaxBackbone=DenseNet2022.11 | 93.8 | |
| CGDLBackbone=DenseNet2022.11 | 90.3 | |
| C2AEBackbone=DenseNet2022.11 | 89.5 | |
| PROSRBackbone=DenseNet2022.11 | 89.1 | |
| CROSRBackbone=DenseNet2022.11 | 88.3 | |
| GDFRBackbone=DenseNet2022.11 | 80.7 | |
| OSRCIBackbone=DenseNet2022.11 | 69.9 | |
| G-OpenMaxBackbone=DenseNet2022.11 | 67.5 |