Continuous Novel Category Discovery on CIFAR-100 MI scenario (test)
4.74MfGM w/o. novelty detection
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GM w/o. novelty detectionnovelty_detection=false2022.10 | 4.74 | 10.61 | |
| GMnovelty_detection=true2022.10 | 9.65 | 30.58 | |
| DRNCD + LwFcontinuous_learning_plugin=LwF2022.10 | 35.44 | 4.1 | |
| DRNCD2022.10 | 43.81 | 5.12 | |
| AutoNovel + LwFcontinuous_learning_plugin=LwF2022.10 | 61.89 | 5.59 | |
| AutoNovel2022.10 | 63.25 | 5.74 |