Continuous Novel Category Discovery on FGVC-Aircraft
53.23Mf ScoreAutoNovel
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AutoNovelSetting=Online2022.10 | 53.23 | 26.93 | |
| AutoNovel + LwFSetting=Online2022.10 | 44.63 | 8.68 | |
| DRNCDSetting=Online2022.10 | 38.89 | 5.35 | |
| DRNCD + LwFSetting=Online2022.10 | 38.89 | 5.61 | |
| iCaRL (fixed exemplars) + LwFSetting=Online2022.10 | 22.6 | — | |
| GMSetting=Online2022.10 | 8.21 | 29.65 | |
| AutoNovelSetting=Offline2022.10 | 6.95 | 27.67 | |
| K-MeansSetting=Offline2022.10 | 3.86 | 15.1 |