| SHHS 1 (test) | | Accuracy89.5 | | 42 | 4d ago |
| Sleep-EDF-SC EEG | Sleep Transformer | Macro F178.8 | | 18 | 4d ago |
| SleepEDF-20 | Proposed Method | Accuracy89.72 | | 15 | 4d ago |
| SleepEDF-20 (± 30 mins) | XSleepNet2 | Acc86.4 | | 13 | 4d ago |
| MASS SS3 Complete | DeepSleepNet | Macro F185.2 | | 11 | 4d ago |
| SHHS EEG (test) | SleepTransformer | Overall Accuracy87.7 | | 9 | 4d ago |
| Sleep-EDF-SC EEG-EOG | SeqSleepNet+ | Accuracy85.2 | | 9 | 4d ago |
| ISRUC (test) | CNN | Accuracy82.4 | | 8 | 4d ago |
| MGH (test) | CNN | Accuracy0.816 | | 8 | 4d ago |
| SHHS EEG & EOG & EMG (test) | XSleepNet1 | Accuracy89.1 | | 6 | 4d ago |
| Sleep-EDF (test) | OATTA | Accuracy77.07 | | 6 | 4d ago |
| S-EDF Extended | SimpleSleepNet | Macro F10.791 | | 6 | 4d ago |
| SHHS IBI & RESP (test) | sleep2vec | Accuracy83 | | 5 | 4d ago |
| SHHS FULL CHANNELS (test) | sleep2vec | Accuracy88.6 | | 4 | 4d ago |
| svuh (test) | | Macro F10.74 | | 4 | 4d ago |
| mass-c3 (test) | AnySleep | Macro F180 | | 4 | 4d ago |
| mass c1 (test) | AnySleep | Macro F174 | | 4 | 4d ago |
| isruc-sg3 (test) | | Macro F177 | | 4 | 4d ago |
| isruc-sg2 (test) | | Macro F174 | | 4 | 4d ago |
| isruc-sg1 (test) | AnySleep | Macro F178 | | 4 | 4d ago |
| dodo (test) | | Macro F179 | | 4 | 4d ago |
| dodh hold-out (test) | | Macro F10.84 | | 4 | 4d ago |
| sof in-distribution (test) | AnySleep | Macro F1 (Mean)0.79 | | 4 | 4d ago |
| shhs in-distribution (test) | AnySleep | Macro F10.8 | | 4 | 4d ago |
| sedf-st in-distribution (test) | | Macro F1 (Mean)0.79 | | 4 | 4d ago |
