Meta-continual learning on TinyImageNet 20/10
13.3AccuracyVR-MCL
Evaluation results
| Method | Links | |
|---|---|---|
| VR-MCLBuffer size (M)=1k, Tasks/Classes=20/102024.02 | 13.3 | |
| RanDumbRehearsal Strategy=Rehearsal-Free, Tasks/Classes=20/102024.02 | 11.6 | |
| ER-OBCBuffer size (M)=1k, Tasks/Classes=20/102024.02 | 11.5 | |
| ERBuffer size (M)=1k, Tasks/Classes=20/102024.02 | 11.1 | |
| CLSERBuffer size (M)=1k, Tasks/Classes=20/102024.02 | 11.1 | |
| DER++Buffer size (M)=1k, Tasks/Classes=20/102024.02 | 8.3 | |
| La-MAMLBuffer size (M)=1k, Tasks/Classes=20/102024.02 | 6.74 | |
| GDumbBuffer size (M)=1k, Tasks/Classes=20/102024.02 | 4.6 | |
| OCMBuffer size (M)=1k, Tasks/Classes=20/102024.02 | 4.5 | |
| DERBuffer size (M)=1k, Tasks/Classes=20/102024.02 | 4.1 | |
| LWFBuffer size (M)=1k, Tasks/Classes=20/102024.02 | 4 | |
| A-GEMBuffer size (M)=1k, Tasks/Classes=20/102024.02 | 4 | |
| FinetuneBuffer size (M)=1k, Tasks/Classes=20/102024.02 | 3.9 | |
| ISBuffer size (M)=1k, Tasks/Classes=20/102024.02 | 3.3 |