Domain-Incremental Human Activity Recognition on RealWorld
76.05FADER++
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DER++Backbone=CNN2025.09 | 76.05 | 22.1 | 98.35 | |
| ER-ACEBackbone=CNN2025.09 | 75.65 | 22.45 | 98.25 | |
| ERBackbone=CNN2025.09 | 75.23 | 22.87 | 98.1 | |
| CLAD-NetBackbone=CNN2025.09 | 64.34 | 24.34 | 87.51 | |
| CLAD-Net2025.09 | 64.34 | 24.34 | 87.51 | |
| LwFBackbone=CNN2025.09 | 61.57 | 27.07 | 86.15 | |
| ConvBoostArchitecture=Att. Model2025.09 | 55.25 | 33.75 | 91.51 | |
| EWCBackbone=CNN2025.09 | 53.76 | 45.18 | 98.94 | |
| ConvBoostArchitecture=CNN2025.09 | 44.17 | 44.9 | 91.22 | |
| ConvBoostArchitecture=ConvLSTM2025.09 | 40.93 | 47.17 | 90.86 |