Binary Classification (Sleep/Wake) on HeartS Time-Aware (TA)
75Balanced AccuracyMantis
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MantisCategory=Generalist Foundation, Validation Protocol=Time-Aware cross-validation (TA)2026.02 | 75 | 0.09 | |
| ChronosCategory=Generalist Foundation, Validation Protocol=Time-Aware cross-validation (TA)2026.02 | 74 | 0.06 | |
| UMECategory=Ours, Validation Protocol=Time-Aware cross-validation (TA)2026.02 | 73 | 0.09 | |
| EDA-spec. HCCategory=Handcrafted (HC), Validation Protocol=Time-Aware cross-validation (TA)2026.02 | 72 | 0.07 | |
| MOMENTCategory=Generalist Foundation, Validation Protocol=Time-Aware cross-validation (TA)2026.02 | 69 | 0.06 | |
| Gen. HCCategory=Handcrafted (HC), Validation Protocol=Time-Aware cross-validation (TA)2026.02 | 66 | 0.04 | |
| DummyCategory=Dummy, Validation Protocol=Time-Aware cross-validation (TA)2026.02 | 49 | 0 |