Continuous Novel Category Discovery on ImageNet-200
61.03MfAutoNovel + LwF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AutoNovel + LwFSetting=Online2022.10 | 61.03 | 9.77 | |
| AutoNovelSetting=Online2022.10 | 60.79 | 10.21 | |
| DRNCDSetting=Online2022.10 | 43.91 | 4.39 | |
| DRNCD + LwFSetting=Online2022.10 | 27.4 | 6.71 | |
| iCaRL (fixed exemplars) + LwFSetting=Online2022.10 | 10.55 | — | |
| GMSetting=Online2022.10 | 7.5 | 19.33 | |
| AutoNovelSetting=Offline2022.10 | 5.98 | 24.62 | |
| K-MeansSetting=Offline2022.10 | 3.16 | 15.28 |