Novel Category Discovery on ImageNet-1K
0.889AccuracyDual Ranking Statistics
Evaluation Results
| Method | Links | |
|---|---|---|
| Dual Ranking StatisticsBackbone=ResNet18, Initialization=RotNet2021.07 | 0.889 | |
| RankStatBackbone=ResNet18, Initialization=RotNet2021.07 | 0.825 | |
| DTCBackbone=ResNet18, Initialization=RotNet2021.07 | 0.783 | |
| MCLBackbone=ResNet18, Initialization=RotNet2021.07 | 0.744 | |
| KCLBackbone=ResNet18, Initialization=RotNet2021.07 | 0.738 | |
| k-meansBackbone=ResNet18, Initialization=RotNet2021.07 | 0.719 |