Human Activity Recognition on PAMAP2 original irregular sampling
94.8AccuracyFlowPath
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FlowPath2025.11 | 94.8 | 95.8 | 95.5 | 95.6 | |
| Neural CDE2025.11 | 94.2 | 95.2 | 94.8 | 95 | |
| CoFormer2025.11 | 91.2 | 92.4 | 93.7 | 92.8 | |
| TITD2025.11 | 90.7 | 90.2 | 90.7 | 90.5 | |
| Raindrop2025.11 | 88.5 | 89.9 | 89.9 | 89.8 | |
| Trans-mean2025.11 | 83.7 | 84.9 | 86.4 | 85.1 | |
| Transformer2025.11 | 83.5 | 84.8 | 86 | 85 | |
| MTGNN2025.11 | 83.4 | 85.2 | 86.1 | 85.9 | |
| GRU-D2025.11 | 83.3 | 84.6 | 85.2 | 84.8 | |
| DGM2-O2025.11 | 82.4 | 85.2 | 83.9 | 84.3 | |
| mTAND2025.11 | 74.6 | 74.3 | 79.5 | 76.8 | |
| IP-Net2025.11 | 74.3 | 75.6 | 77.9 | 76.6 | |
| SeFT2025.11 | 67.1 | 70 | 68.2 | 68.5 |