Activity Recognition on HARTH (test)
90.35AccuracyCaTT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CaTTLinear evaluation=true, Frozen backbone=true, Time (s)=6.122024.10 | 90.35 | 89 | 71 | 59 | |
| InfoTSLinear evaluation=true, Frozen backbone=true, Time (s)=186.502024.10 | 90.12 | 89 | 71 | 56 | |
| TNCLinear evaluation=true, Frozen backbone=true, Time (s)=13.862024.10 | 89.03 | 88 | 70 | 55 | |
| CoSTLinear evaluation=true, Frozen backbone=true, Time (s)=12.612024.10 | 88.68 | 88 | 64 | 56 | |
| TS2Vec + SoftCLTLinear evaluation=true, Frozen backbone=true, Time (s)=37.652024.10 | 88.07 | 86 | 62 | 50 | |
| TS2VecLinear evaluation=true, Frozen backbone=true, Time (s)=34.962024.10 | 87.59 | 85 | 58 | 49 | |
| Random Init.Linear evaluation=true, Frozen backbone=true2024.10 | 86.69 | 84 | 55 | 45 | |
| MF-CLRLinear evaluation=true, Frozen backbone=true, Time (s)=2322.752024.10 | 77.07 | 73 | 52 | 37 | |
| TimeDRLLinear evaluation=true, Frozen backbone=true, Time (s)=20.602024.10 | 71.92 | 63 | 37 | 28 | |
| SimMTMLinear evaluation=true, Frozen backbone=true, Time (s)=245.672024.10 | 68.14 | 60 | 34 | 24 |