Domain-incremental learning on CLEAR-10
67.67AccuracyMANGO
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MANGOBuffer Size=40002026.05 | 67.67 | 67.05 | 55.3 | 13.5 | |
| ERBuffer Size=40002026.05 | 67.1 | 59.26 | 61.34 | 9.67 | |
| MANGOBuffer Size=20002026.05 | 66.91 | 66.35 | 55 | 15.12 | |
| ERBuffer Size=20002026.05 | 65.21 | 61.89 | 60.64 | 10 | |
| LODEBuffer Size=40002026.05 | 64.34 | 64.34 | 51.08 | 3.96 | |
| LODEBuffer Size=20002026.05 | 64.23 | 64.18 | 51.26 | 0.52 | |
| FTBuffer Size=None2026.05 | 62.99 | 61.78 | 53.02 | — | |
| DER++Buffer Size=40002026.05 | 60.13 | 58.5 | 53 | — | |
| DER++Buffer Size=20002026.05 | 59.89 | 58.55 | 51.52 | — | |
| ER-ACEBuffer Size=20002026.05 | 58.38 | 57.1 | 48.78 | — | |
| ER-ACEBuffer Size=40002026.05 | 58.1 | 56.5 | 50 | — | |
| GDUMBBuffer Size=20002026.05 | 10.41 | 10.4 | 9.82 | — | |
| GDUMBBuffer Size=40002026.05 | 10.41 | 10.4 | 9.82 | — |