Time-series classification on FD-B
97.3AccuracyADAPT(EEG)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ADAPT(EEG)Pre-training=SleepEEG2026.04 | 97.3 | 98.2 | 98 | 98 | |
| ADAPTPre-training=All pre-training datasets2026.04 | 91.2 | 91 | 91.8 | 88.8 | |
| TF-CPre-training=SleepEEG2026.04 | 69.4 | 75.6 | 72 | 74.9 | |
| Mixing-upPre-training=SleepEEG2026.04 | 67.9 | 71.5 | 76.1 | 72.7 | |
| TS-SDPre-training=SleepEEG2026.04 | 55.7 | 57.1 | 60.5 | 57 | |
| TS-TCCPre-training=SleepEEG2026.04 | 55 | 52.8 | 64 | 54.2 | |
| CLOCSPre-training=SleepEEG2026.04 | 49.3 | 48.2 | 58.7 | 47.5 | |
| SimCLRPre-training=SleepEEG2026.04 | 49.2 | 54.5 | 47.6 | 42.2 | |
| TS2vecPre-training=SleepEEG2026.04 | 47.9 | 43.4 | 48.4 | 43.9 |