Exemplar-Free Class-Incremental Learning on Imagenet Subset T=10 (test)
51.1AlastAdaGauss
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AdaGaussFeature Extractor=trained from scratch2024.09 | 51.1 | 65 | |
| EFCFeature Extractor=trained from scratch2024.09 | 47.4 | 59.9 | |
| DS-ALFeature Extractor=trained from scratch2024.09 | 46.8 | 58.6 | |
| FeCAMFeature Extractor=trained from scratch2024.09 | 38.7 | 54.8 | |
| LwFFeature Extractor=trained from scratch2024.09 | 37.7 | 56.4 | |
| FeTrILFeature Extractor=trained from scratch2024.09 | 36.2 | 52.6 | |
| IL2AFeature Extractor=trained from scratch2024.09 | 27.7 | 48.4 | |
| PASSFeature Extractor=trained from scratch2024.09 | 26.4 | 45.7 | |
| SSREFeature Extractor=trained from scratch2024.09 | 25.4 | 43.8 | |
| EWCFeature Extractor=trained from scratch2024.09 | 24.6 | 39.4 |