ADHD-200
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Diagnosis Classification | ADHD-200 | Accuracy81.4 | 44 | |
| Classification | ADHD-200 | Accuracy84.66 | 23 | |
| Classification | ADHD-200 (test) | Accuracy69.29 | 18 | |
| Diagnostic Classification | ADHD-200 UP | Accuracy77.5 | 16 | |
| Diagnostic Classification | ADHD-200 PKU | Accuracy81.9 | 16 | |
| Diagnostic Classification | ADHD-200 KKI | Accuracy78.3 | 16 | |
| ADHD Diagnosis | ADHD-200 (test) | Accuracy80.7 | 15 | |
| Neurodevelopmental disorder diagnosis | ADHD-200 Schaefer atlas (test) | Accuracy77.1 | 14 | |
| Diagnosis | ADHD-200 AAL116 atlas (test) | Accuracy77.31 | 14 | |
| ADHD Diagnosis | ADHD-200 fMRI | Balanced Accuracy (BAC)63.51 | 10 | |
| ADHD Classification | ADHD-200 Peking University site | Accuracy85.18 | 6 | |
| Neuroimaging downstream prediction | ADHD-200 (test) | AUC65.55 | 5 | |
| Classification | ADHD-200 HC vs ADHD | Acc82.7 | 5 | |
| ADHD Classification | ADHD-200 consortium | Accuracy85.38 | 4 | |
| Classification | ADHD-200 (folds) | Metric- | 0 |
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