Sleep scoring on BOAS fixed (test)
86.4AccuracyBarlow Twins
Evaluation results
| Method | Links | |
|---|---|---|
| Barlow TwinsPercentage of labeled data=1002025.10 | 86.4 | |
| SimCLRPercentage of labeled data=1002025.10 | 86.05 | |
| BYOLPercentage of labeled data=1002025.10 | 85.92 | |
| ContraWRPercentage of labeled data=1002025.10 | 85.77 | |
| SimSiamPercentage of labeled data=1002025.10 | 85.65 | |
| Barlow TwinsPercentage of labeled data=802025.10 | 85.55 | |
| BENDRPercentage of labeled data=1002025.10 | 85.52 | |
| ContraWRPercentage of labeled data=802025.10 | 85.37 | |
| SimCLRPercentage of labeled data=802025.10 | 85.36 | |
| SimCLRPercentage of labeled data=602025.10 | 85.19 | |
| BYOLPercentage of labeled data=802025.10 | 85.1 | |
| MAEEGPercentage of labeled data=1002025.10 | 85.09 | |
| Barlow TwinsPercentage of labeled data=602025.10 | 85.03 | |
| SupervisedPercentage of labeled data=1002025.10 | 85.02 | |
| SimSiamPercentage of labeled data=802025.10 | 84.85 | |
| ContraWRPercentage of labeled data=602025.10 | 84.84 | |
| BYOLPercentage of labeled data=602025.10 | 84.64 | |
| BENDRPercentage of labeled data=802025.10 | 84.62 | |
| MAEEGPercentage of labeled data=802025.10 | 84.62 | |
| SupervisedPercentage of labeled data=802025.10 | 84.47 | |
| BENDRPercentage of labeled data=602025.10 | 84.46 | |
| CBraModPercentage of labeled data=1002025.10 | 84.39 | |
| SimSiamPercentage of labeled data=602025.10 | 84.3 | |
| SupervisedPercentage of labeled data=602025.10 | 84.14 | |
| SimCLRPercentage of labeled data=402025.10 | 83.95 | |
| Barlow TwinsPercentage of labeled data=402025.10 | 83.92 | |
| ContraWRPercentage of labeled data=402025.10 | 83.92 | |
| MAEEGPercentage of labeled data=602025.10 | 83.61 | |
| BENDRPercentage of labeled data=402025.10 | 83.49 | |
| CBraModPercentage of labeled data=802025.10 | 83.43 | |
| SimSiamPercentage of labeled data=402025.10 | 83.35 | |
| LaBraM-BasePercentage of labeled data=1002025.10 | 83.33 | |
| BYOLPercentage of labeled data=402025.10 | 83.17 | |
| LaBraM-BasePercentage of labeled data=802025.10 | 82.56 | |
| CBraModPercentage of labeled data=602025.10 | 82.51 | |
| SimCLRPercentage of labeled data=202025.10 | 82.48 | |
| SupervisedPercentage of labeled data=402025.10 | 82.46 | |
| Barlow TwinsPercentage of labeled data=202025.10 | 82.37 | |
| MAEEGPercentage of labeled data=402025.10 | 82.24 | |
| LaBraM-BasePercentage of labeled data=602025.10 | 81.83 | |
| CBraModPercentage of labeled data=402025.10 | 81.12 | |
| ContraWRPercentage of labeled data=202025.10 | 81.1 | |
| BENDRPercentage of labeled data=202025.10 | 80.79 | |
| LaBraM-BasePercentage of labeled data=402025.10 | 80.74 | |
| SimSiamPercentage of labeled data=202025.10 | 80.53 | |
| SleepFMPercentage of labeled data=1002025.10 | 80.43 | |
| BYOLPercentage of labeled data=202025.10 | 79.81 | |
| SimCLRPercentage of labeled data=102025.10 | 79.78 | |
| SleepFMPercentage of labeled data=802025.10 | 79.08 | |
| Barlow TwinsPercentage of labeled data=102025.10 | 79.04 | |
| MAEEGPercentage of labeled data=202025.10 | 78.74 | |
| SupervisedPercentage of labeled data=202025.10 | 78.64 | |
| ContraWRPercentage of labeled data=102025.10 | 78.4 | |
| BENDRPercentage of labeled data=102025.10 | 78.11 | |
| SimSiamPercentage of labeled data=102025.10 | 77.49 | |
| LaBraM-BasePercentage of labeled data=202025.10 | 77.09 | |
| CBraModPercentage of labeled data=202025.10 | 76.99 | |
| SleepFMPercentage of labeled data=602025.10 | 76.67 | |
| SimCLRPercentage of labeled data=52025.10 | 76.15 | |
| SleepFMPercentage of labeled data=402025.10 | 76.07 | |
| BYOLPercentage of labeled data=102025.10 | 75.92 | |
| Barlow TwinsPercentage of labeled data=52025.10 | 75.34 | |
| MAEEGPercentage of labeled data=102025.10 | 74.82 | |
| ContraWRPercentage of labeled data=52025.10 | 74.61 | |
| SupervisedPercentage of labeled data=102025.10 | 74.46 | |
| BENDRPercentage of labeled data=52025.10 | 73.94 | |
| CBraModPercentage of labeled data=102025.10 | 73.19 | |
| SimSiamPercentage of labeled data=52025.10 | 73.07 | |
| LaBraM-BasePercentage of labeled data=102025.10 | 72.66 | |
| BYOLPercentage of labeled data=52025.10 | 72.49 | |
| MAEEGPercentage of labeled data=52025.10 | 71.43 | |
| SimCLRPercentage of labeled data=2.52025.10 | 70.1 | |
| SupervisedPercentage of labeled data=52025.10 | 69.42 | |
| Barlow TwinsPercentage of labeled data=2.52025.10 | 68.96 | |
| SleepFMPercentage of labeled data=202025.10 | 68.8 | |
| LaBraM-BasePercentage of labeled data=52025.10 | 68.45 | |
| CBraModPercentage of labeled data=52025.10 | 68.25 | |
| ContraWRPercentage of labeled data=2.52025.10 | 67.38 | |
| BENDRPercentage of labeled data=2.52025.10 | 66.8 | |
| SleepFMPercentage of labeled data=102025.10 | 66.41 | |
| SleepFMPercentage of labeled data=52025.10 | 66.32 | |
| BYOLPercentage of labeled data=2.52025.10 | 65.48 | |
| SimSiamPercentage of labeled data=2.52025.10 | 65.45 | |
| MAEEGPercentage of labeled data=2.52025.10 | 65.14 | |
| SleepFMPercentage of labeled data=2.52025.10 | 64.1 | |
| CBraModPercentage of labeled data=2.52025.10 | 63.52 | |
| LaBraM-BasePercentage of labeled data=2.52025.10 | 63.43 | |
| SupervisedPercentage of labeled data=2.52025.10 | 63.35 |