Physiological Signal Analysis on SLEEPEEG (test)
62.39AccuracyCaTT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CaTTLinear evaluation=true, Frozen backbone=true, Time (s)=6.362024.10 | 62.39 | 60 | 47 | 41 | |
| TimeDRLLinear evaluation=true, Frozen backbone=true, Time (s)=13.202024.10 | 57.3 | 48 | 36 | 24 | |
| SimMTMLinear evaluation=true, Frozen backbone=true, Time (s)=1739.662024.10 | 57.08 | 50 | 31 | 25 | |
| MF-CLRLinear evaluation=true, Frozen backbone=true, Time (s)=2318.262024.10 | 57.07 | 48 | 27 | 27 | |
| CoSTLinear evaluation=true, Frozen backbone=true, Time (s)=11.892024.10 | 56.63 | 55 | 38 | 35 | |
| TNCLinear evaluation=true, Frozen backbone=true, Time (s)=10.142024.10 | 55.13 | 54 | 33 | 36 | |
| TS2Vec + SoftCLTLinear evaluation=true, Frozen backbone=true, Time (s)=36.482024.10 | 53.6 | 52 | 34 | 37 | |
| TS2VecLinear evaluation=true, Frozen backbone=true, Time (s)=34.422024.10 | 51.18 | 50 | 29 | 35 | |
| Random Init.Linear evaluation=true, Frozen backbone=true2024.10 | 46.89 | 44 | 36 | 32 | |
| InfoTSLinear evaluation=true, Frozen backbone=true, Time (s)=260.352024.10 | 43.32 | 42 | 41 | 35 |