Continuous Novel Category Discovery on CUB-200
60.66MfAutoNovel
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AutoNovelSetting=Online2022.10 | 60.66 | 18.08 | |
| AutoNovel + LwFSetting=Online2022.10 | 59.82 | 23.23 | |
| DRNCD + LwFSetting=Online2022.10 | 45.25 | 5.78 | |
| DRNCDSetting=Online2022.10 | 42.74 | 6.3 | |
| iCaRL (fixed exemplars) + LwFSetting=Online2022.10 | 42.02 | — | |
| GMSetting=Online2022.10 | 19.46 | 24.97 | |
| AutoNovelSetting=Offline2022.10 | 7.57 | 16.13 | |
| K-MeansSetting=Offline2022.10 | 2.94 | 14.29 |