HBN
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sex Classification | HBN Sex | Balanced Accuracy0.6952 | 22 | |
| 4-class EEG classification | HBN (subject-mixed) | Accuracy98.7 | 15 | |
| CELF Score Prediction | HBN-CELF | Balanced Accuracy42.18 | 11 | |
| Age Prediction | HBN Age | Balanced Accuracy43.89 | 11 | |
| WISC Score Prediction | HBN | Mean Balanced Acc40.87 | 8 | |
| CELF Score Prediction | HBN | Mean Balanced Accuracy42.59 | 8 | |
| Age Prediction | HBN | Mean Balanced Accuracy41.91 | 8 | |
| fMRI time series classification | HBN Age | Balanced Acc43.89 | 3 | |
| fMRI time series classification | HBN WISC | Balanced Accuracy0.4087 | 3 | |
| EEG Classification | HBN (LOSO) | Mean Accuracy55.9 | 2 |
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