Incremental Image Classification on ImageNet-100 (test)
95.1Top-5 Avg AccResNet18 joint
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ResNet18 jointNumber of Parameters (M)=11.222021.11 | 95.1 | — | — | — | |
| DyTox++Number of Parameters (M)=11.012021.11 | 94.4 | 80.76 | 72.46 | 90.1 | |
| DyTox+Number of Parameters (M)=11.012021.11 | 93.72 | 79.22 | 69.06 | 88.82 | |
| Transf. jointNumber of Parameters (M)=11.002021.11 | 93.48 | — | 79.12 | — | |
| DER w/o PNumber of Parameters (M)=112.272021.11 | 93.23 | 77.18 | 66.7 | 87.52 | |
| DyToxNumber of Parameters (M)=11.012021.11 | 92.04 | 77.15 | 69.1 | 87.98 | |
| WANumber of Parameters (M)=11.222021.11 | 91 | — | — | 84.1 |