Class Incremental Learning on Tiny-ImageNet (val)
62.35Average AccuracyOracle
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| OracleBackbone=ResNet-182021.07 | 62.35 | — | — | |
| S&B with WANumber of tasks=2, Backbone=ResNet-182021.07 | 60.52 | — | — | |
| DD with WANumber of tasks=2, Backbone=ResNet-182021.07 | 58.33 | — | — | |
| STD with BicNumber of tasks=2, Backbone=ResNet-182021.07 | 58.16 | — | — | |
| STD with WANumber of tasks=2, Backbone=ResNet-182021.07 | 57.96 | — | — | |
| S&B with WANumber of tasks=5, Backbone=ResNet-182021.07 | 57.16 | — | — | |
| DD with WANumber of tasks=5, Backbone=ResNet-182021.07 | 56.8 | — | — | |
| STD with WANumber of tasks=5, Backbone=ResNet-182021.07 | 55.97 | — | — | |
| STD with iCaRLNumber of tasks=2, Backbone=ResNet-182021.07 | 55.72 | — | — | |
| STD with BicNumber of tasks=5, Backbone=ResNet-182021.07 | 55.23 | — | — | |
| S&B with WANumber of tasks=10, Backbone=ResNet-182021.07 | 54.81 | — | — | |
| DD with WANumber of tasks=10, Backbone=ResNet-182021.07 | 53.12 | — | — | |
| S&B with WANumber of tasks=20, Backbone=ResNet-182021.07 | 51.63 | — | — | |
| STD with WANumber of tasks=10, Backbone=ResNet-182021.07 | 51.61 | — | — | |
| STD with iCaRLNumber of tasks=5, Backbone=ResNet-182021.07 | 51.32 | — | — | |
| STD with iCaRLNumber of tasks=10, Backbone=ResNet-182021.07 | 48.65 | — | — | |
| STD with BicNumber of tasks=10, Backbone=ResNet-182021.07 | 48.47 | — | — | |
| DD with WANumber of tasks=20, Backbone=ResNet-182021.07 | 48.14 | — | — | |
| STD with WANumber of tasks=20, Backbone=ResNet-182021.07 | 47.57 | — | — | |
| STD with iCaRLNumber of tasks=20, Backbone=ResNet-182021.07 | 46.56 | — | — | |
| STD with BicNumber of tasks=20, Backbone=ResNet-182021.07 | 43.81 | — | — | |
| ADCNumber of tasks=52024.05 | — | 41 | 50.94 | |
| ADCNumber of tasks=102024.05 | — | 32.32 | 43.04 | |
| FeCAMNumber of tasks=52024.05 | — | 25.62 | 39.85 | |
| FeCAMNumber of tasks=102024.05 | — | 23.21 | 35.32 | |
| FeTrILNumber of tasks=52024.05 | — | 29.91 | 43.99 | |
| FeTrILNumber of tasks=102024.05 | — | 23.88 | 36.35 | |
| LwFNumber of tasks=52024.05 | — | 38.81 | 49.7 | |
| LwFNumber of tasks=102024.05 | — | 27.42 | 38.77 | |
| NCMNumber of tasks=52024.05 | — | 38.69 | 50.45 | |
| NCMNumber of tasks=102024.05 | — | 26.56 | 41.04 | |
| PASSNumber of tasks=52024.05 | — | 36.44 | 48.64 | |
| PASSNumber of tasks=102024.05 | — | 26.58 | 38.65 | |
| SDCNumber of tasks=52024.05 | — | 40.05 | 50.82 | |
| SDCNumber of tasks=102024.05 | — | 27.15 | 40.46 | |
| SSRENumber of tasks=52024.05 | — | 30.13 | 43.2 | |
| SSRENumber of tasks=102024.05 | — | 22.48 | 34.93 |