Domain-Incremental Human Activity Recognition on DnSA
90.25FADER++
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DER++Backbone=CNN2025.09 | 90.25 | 9.1 | 99.55 | |
| ER-ACEBackbone=CNN2025.09 | 89.95 | 9.35 | 99.4 | |
| ERBackbone=CNN2025.09 | 89.62 | 9.62 | 99.23 | |
| CLAD-NetBackbone=CNN2025.09 | 81.14 | 8.68 | 89.55 | |
| CLAD-Net2025.09 | 81.14 | 8.68 | 89.55 | |
| EWCBackbone=CNN2025.09 | 74.04 | 25.34 | 99.38 | |
| LwFBackbone=CNN2025.09 | 67.45 | 23.93 | 86.07 | |
| ConvBoostArchitecture=Att. Model2025.09 | 65.26 | 21.23 | 91.4 | |
| ConvBoostArchitecture=CNN2025.09 | 64.04 | 22.64 | 91.39 | |
| ConvBoostArchitecture=ConvLSTM2025.09 | 60.58 | 25.17 | 91.28 |