Meta-continual learning on CIFAR10 (5/2)
61.2AccuracyGDumb
Evaluation Results
| Method | Links | |
|---|---|---|
| GDumbBuffer size (M)=1k, Tasks/Classes=5/22024.02 | 61.2 | |
| VR-MCLBuffer size (M)=1k, Tasks/Classes=5/22024.02 | 56.5 | |
| RanDumbRehearsal Strategy=Rehearsal-Free, Tasks/Classes=5/22024.02 | 55.6 | |
| ER-OBCBuffer size (M)=1k, Tasks/Classes=5/22024.02 | 54.8 | |
| OCMBuffer size (M)=1k, Tasks/Classes=5/22024.02 | 53.4 | |
| CLSERBuffer size (M)=1k, Tasks/Classes=5/22024.02 | 52.8 | |
| DER++Buffer size (M)=1k, Tasks/Classes=5/22024.02 | 52.3 | |
| ERBuffer size (M)=1k, Tasks/Classes=5/22024.02 | 43.8 | |
| MERBuffer size (M)=1k, Tasks/Classes=5/22024.02 | 36.9 | |
| La-MAMLBuffer size (M)=1k, Tasks/Classes=5/22024.02 | 33.4 | |
| DERBuffer size (M)=1k, Tasks/Classes=5/22024.02 | 29.9 | |
| LWFBuffer size (M)=1k, Tasks/Classes=5/22024.02 | 18.8 | |
| A-GEMBuffer size (M)=1k, Tasks/Classes=5/22024.02 | 18.4 | |
| ISBuffer size (M)=1k, Tasks/Classes=5/22024.02 | 17.4 | |
| FinetuneBuffer size (M)=1k, Tasks/Classes=5/22024.02 | 17 |