Domain-Incremental Learning on OfficeHome (test)
99.1Last AccuracyOracle
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Oracle2024.03 | 99.1 | — | |
| Oracle w/ LingoCL2024.03 | 99.1 | — | |
| GEM* w/ LingoCLExtra data buffer=true, Regularization coefficient=52024.03 | 59.7 | 34.6 | |
| GEM*Extra data buffer=true, Regularization coefficient=52024.03 | 58.5 | 38.4 | |
| MAS w/ LingoCLRegularization coefficient=0.12024.03 | 58.1 | 36 | |
| SI w/ LingoCLRegularization coefficient=0.32024.03 | 56.7 | 35.8 | |
| MASRegularization coefficient=0.12024.03 | 54.1 | 41.9 | |
| SIRegularization coefficient=0.32024.03 | 53.2 | 43 | |
| EWC w/ LingoCLRegularization coefficient=1002024.03 | 52.2 | 39.9 | |
| EWCRegularization coefficient=1002024.03 | 48.4 | 45.9 |