Continuous Novel Category Discovery on CIFAR-100
5.12MfAutoNovel
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AutoNovelSetting=Offline2022.10 | 5.12 | 42.27 | |
| K-MeansSetting=Offline2022.10 | 5.37 | 16.95 | |
| GMSetting=Online2022.10 | 9.87 | 35.97 | |
| AutoNovel + LwFSetting=Online2022.10 | 23.94 | 27.84 | |
| DRNCD + LwFSetting=Online2022.10 | 26.87 | 3.57 | |
| iCaRL (fixed exemplars) + LwFSetting=Online2022.10 | 34.79 | — | |
| DRNCDSetting=Online2022.10 | 64.99 | 8.53 | |
| AutoNovelSetting=Online2022.10 | 66.76 | 29.65 |