Exemplar-Free Class Incremental Learning on ImageNet Subset (test)
65A_lastAdaGauss
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AdaGaussT=10, feature_extractor=trained from scratch2024.09 | 65 | 51.1 | |
| ADCT=52024.05 | 61.62 | 75.29 | |
| EFCT=10, feature_extractor=trained from scratch2024.09 | 59.9 | 47.4 | |
| SDCT=52024.05 | 59.62 | 74.44 | |
| AdaGaussT=20, feature_extractor=trained from scratch2024.09 | 57.4 | 42.6 | |
| NCMT=52024.05 | 56.8 | 72.45 | |
| LwFT=10, feature_extractor=trained from scratch2024.09 | 56.4 | 37.7 | |
| FeCAMT=10, feature_extractor=trained from scratch2024.09 | 54.8 | 38.7 | |
| FeCAMT=52024.05 | 53.83 | 67.88 | |
| FeTrILT=10, feature_extractor=trained from scratch2024.09 | 52.6 | 36.2 | |
| FeTrILT=52024.05 | 50.52 | 65.64 | |
| EFCT=20, feature_extractor=trained from scratch2024.09 | 49.9 | 35.8 | |
| LwFT=52024.05 | 49.16 | 68.88 | |
| IL2AT=10, feature_extractor=trained from scratch2024.09 | 48.4 | 27.7 | |
| ADCT=102024.05 | 47.62 | 67.03 | |
| PASST=10, feature_extractor=trained from scratch2024.09 | 45.7 | 26.4 | |
| FeCAMT=20, feature_extractor=trained from scratch2024.09 | 44.6 | 29 | |
| NCMT=102024.05 | 44.04 | 64.43 | |
| SSRET=10, feature_extractor=trained from scratch2024.09 | 43.8 | 25.4 | |
| SDCT=102024.05 | 42.68 | 65.26 | |
| FeCAMT=102024.05 | 42.46 | 57.93 | |
| FeTrILT=20, feature_extractor=trained from scratch2024.09 | 42.4 | 26.6 | |
| FeTrILT=102024.05 | 40.74 | 56.34 | |
| LwFT=20, feature_extractor=trained from scratch2024.09 | 40.2 | 18.6 | |
| EWCT=10, feature_extractor=trained from scratch2024.09 | 39.4 | 24.6 | |
| IL2AT=20, feature_extractor=trained from scratch2024.09 | 34.9 | 17.5 | |
| LwFT=102024.05 | 34.18 | 57.96 | |
| PASST=20, feature_extractor=trained from scratch2024.09 | 31.7 | 14.4 | |
| SSRET=20, feature_extractor=trained from scratch2024.09 | 31.2 | 16.3 | |
| EWCT=20, feature_extractor=trained from scratch2024.09 | 27 | 12.8 |