Incremental Learning on ImageNet Subset (test)
68Last AccDS-AL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DS-ALNumber of Tasks (T)=5, Setting=Half-dataset2024.09 | 68 | 75.2 | |
| DS-ALNumber of Tasks (T)=10, Setting=Half-dataset2024.09 | 67.7 | 75.1 | |
| FeCAMNumber of Tasks (T)=10, Setting=Half-dataset2024.09 | 67.6 | 74.9 | |
| FeCAMNumber of Tasks (T)=5, Setting=Half-dataset2024.09 | 67.3 | 75.3 | |
| ACILNumber of Tasks (T)=10, Setting=Half-dataset2024.09 | 67.2 | 74.6 | |
| ACILNumber of Tasks (T)=5, Setting=Half-dataset2024.09 | 67 | 74.8 | |
| AdaGaussNumber of Tasks (T)=5, Setting=Half-dataset2024.09 | 66.8 | 74.1 | |
| FeTrILNumber of Tasks (T)=5, Setting=Half-dataset2024.09 | 65.6 | 72.8 | |
| FeTrILNumber of Tasks (T)=10, Setting=Half-dataset2024.09 | 65.3 | 72.1 | |
| AdaGaussNumber of Tasks (T)=10, Setting=Half-dataset2024.09 | 62.8 | 68 | |
| SSRENumber of Tasks (T)=10, Setting=Half-dataset2024.09 | 61.4 | 67.7 | |
| SSRENumber of Tasks (T)=5, Setting=Half-dataset2024.09 | 58.3 | 65.2 | |
| PASSNumber of Tasks (T)=10, Setting=Half-dataset2024.09 | 58.2 | 61.8 | |
| PASSNumber of Tasks (T)=5, Setting=Half-dataset2024.09 | 57.9 | 64.4 |