Meta-continual learning on CIFAR100 (10/10)
28.6AccuracyRanDumb
Evaluation Results
| Method | Links | |
|---|---|---|
| RanDumbRehearsal Strategy=Rehearsal-Free, Tasks/Classes=10/102024.02 | 28.6 | |
| VR-MCLBuffer size (M)=1k, Tasks/Classes=10/102024.02 | 19.5 | |
| GDumbBuffer size (M)=1k, Tasks/Classes=10/102024.02 | 18.1 | |
| CLSERBuffer size (M)=1k, Tasks/Classes=10/102024.02 | 17.9 | |
| ER-OBCBuffer size (M)=1k, Tasks/Classes=10/102024.02 | 17.2 | |
| ERBuffer size (M)=1k, Tasks/Classes=10/102024.02 | 16.1 | |
| OCMBuffer size (M)=1k, Tasks/Classes=10/102024.02 | 14.4 | |
| La-MAMLBuffer size (M)=1k, Tasks/Classes=10/102024.02 | 11.8 | |
| DER++Buffer size (M)=1k, Tasks/Classes=10/102024.02 | 11.8 | |
| DERBuffer size (M)=1k, Tasks/Classes=10/102024.02 | 6.1 | |
| A-GEMBuffer size (M)=1k, Tasks/Classes=10/102024.02 | 6 | |
| LWFBuffer size (M)=1k, Tasks/Classes=10/102024.02 | 5.6 | |
| FinetuneBuffer size (M)=1k, Tasks/Classes=10/102024.02 | 5.3 | |
| ISBuffer size (M)=1k, Tasks/Classes=10/102024.02 | 5.2 |