Sitting time estimation on 34-hour office collection sitting class
97.2RecallConformer
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ConformerInput sequence=Tri-axial acceleration2026.04 | 97.2 | 95.5 | 96.3 | 94.7 | |
| CatBoost-based algorithmInput sequence=Rotation vector2026.04 | 96.4 | 97.8 | 97.1 | 95.8 | |
| Conformer ImprovedInput sequence=Rotation vector2026.04 | 95.7 | 97.7 | 96.7 | 95.2 | |
| ST-DT ImprovedInput sequence=Rotation vector2026.04 | 92.8 | 93.8 | 93.3 | 90.4 | |
| MaskCAE ImprovedInput sequence=Rotation vector2026.04 | 92.8 | 98.4 | 95.5 | 93.7 | |
| MaskCAEInput sequence=Tri-axial acceleration2026.04 | 92.6 | 98.1 | 95.3 | 93.3 | |
| CNN-LSTM ImprovedInput sequence=Rotation vector2026.04 | 92.1 | 98.1 | 95 | 93 | |
| VAEInput sequence=Tri-axial acceleration2026.04 | 91.6 | 97.4 | 94.4 | 92.2 | |
| VAE ImprovedInput sequence=Rotation vector2026.04 | 91.6 | 98.9 | 95.1 | 93.2 | |
| ST-DTInput sequence=Tri-axial acceleration2026.04 | 90.5 | 94.7 | 92.5 | 89.4 | |
| CNN-LSTMInput sequence=Tri-axial acceleration2026.04 | 89.6 | 96.7 | 93 | 90.2 |