Continuous Novel Category Discovery on ImageNet 100
63Mf ScoreAutoNovel
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AutoNovelSetting=Online2022.10 | 63 | 5.83 | |
| AutoNovel + LwFSetting=Online2022.10 | 61.31 | 7.59 | |
| DRNCDSetting=Online2022.10 | 47.02 | 5 | |
| DRNCD + LwFSetting=Online2022.10 | 30.88 | 6.78 | |
| iCaRL (fixed exemplars) + LwFSetting=Online2022.10 | 10.04 | — | |
| GMSetting=Online2022.10 | 8.3 | 27.24 | |
| AutoNovelSetting=Offline2022.10 | 6.81 | 34.18 | |
| K-MeansSetting=Offline2022.10 | 3.03 | 18.2 |