Class-incremental learning on Split CIFAR-10 (5 disjoint subsets)
53.07ACCOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Oursmemory constraint (m)=5002023.04 | 53.07 | -54.44 | |
| MetaSPmemory constraint (m)=5002023.04 | 50.1 | -58.39 | |
| Oursmemory constraint (m)=3002023.04 | 48.62 | -60.24 | |
| Vanilla IFmemory constraint (m)=5002023.04 | 47.14 | -62.2 | |
| GDUMBmemory constraint (m)=5002023.04 | 44.27 | — | |
| MetaSPmemory constraint (m)=3002023.04 | 43.76 | -66.37 | |
| GMEDmemory constraint (m)=5002023.04 | 43.68 | -66.21 | |
| ER-MIRmemory constraint (m)=5002023.04 | 42.65 | -67.5 | |
| GSSmemory constraint (m)=5002023.04 | 41.96 | -68.24 | |
| Vanilla IFmemory constraint (m)=3002023.04 | 41.76 | -68.59 | |
| ERmemory constraint (m)=5002023.04 | 40.45 | -70.36 | |
| ER-MIRmemory constraint (m)=3002023.04 | 38.53 | -72.72 | |
| GMEDmemory constraint (m)=3002023.04 | 38.12 | -73.16 | |
| GEMmemory constraint (m)=3002023.04 | 37.51 | -70.48 | |
| GEMmemory constraint (m)=5002023.04 | 36.95 | -69.76 | |
| GDUMBmemory constraint (m)=3002023.04 | 36.92 | — | |
| GSSmemory constraint (m)=3002023.04 | 35.89 | -75.8 | |
| ERmemory constraint (m)=3002023.04 | 34.19 | -78.18 | |
| HALmemory constraint (m)=5002023.04 | 27.94 | -80.01 | |
| HALmemory constraint (m)=3002023.04 | 24.45 | -83.56 | |
| A-GEMmemory constraint (m)=3002023.04 | 20.02 | -95.68 | |
| A-GEMmemory constraint (m)=5002023.04 | 20.01 | -95.69 |