Continuous Novel Category Discovery on CIFAR-100 SMI scenario (test)
62.38Mf ScoreDRNCD + LwF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DRNCD + LwFcontinuous_learning_plugin=LwF2022.10 | 62.38 | 52.53 | |
| AutoNovel + LwFcontinuous_learning_plugin=LwF2022.10 | 61.45 | 31.84 | |
| AutoNovel2022.10 | 60.98 | 21.61 | |
| DRNCD2022.10 | 56.27 | 47.67 | |
| GMnovelty_detection=true2022.10 | 9.41 | 35.52 | |
| GM w/o. novelty detectionnovelty_detection=false2022.10 | 8.43 | 31.42 |