Novel Category Discovery on CIFAR-10
91.6AccuracyDual Ranking Statistics
Evaluation Results
| Method | Links | |
|---|---|---|
| Dual Ranking StatisticsBackbone=ResNet18, Initialization=RotNet2021.07 | 91.6 | |
| RankStatBackbone=ResNet18, Initialization=RotNet2021.07 | 90.4 | |
| DTCBackbone=ResNet18, Initialization=RotNet2021.07 | 87.5 | |
| k-meansBackbone=ResNet18, Initialization=RotNet2021.07 | 72.5 | |
| KCLBackbone=ResNet18, Initialization=RotNet2021.07 | 66.5 | |
| MCLBackbone=ResNet18, Initialization=RotNet2021.07 | 64.2 |