Continuous Novel Category Discovery on Stanford-Cars
72.07MfAutoNovel
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AutoNovelSetting=Online2022.10 | 72.07 | 16.71 | |
| AutoNovel + LwFSetting=Online2022.10 | 71.52 | 20.31 | |
| DRNCDSetting=Online2022.10 | 50.7 | 2.39 | |
| DRNCD + LwFSetting=Online2022.10 | 27.4 | 3.88 | |
| iCaRL (fixed exemplars) + LwFSetting=Online2022.10 | 24.31 | — | |
| GMSetting=Online2022.10 | 17.66 | 25.77 | |
| AutoNovelSetting=Offline2022.10 | 11.24 | 20.69 | |
| K-MeansSetting=Offline2022.10 | 2.41 | 10.23 |