Brain Disorder Classification on ABIDE-300 (Five-fold cross-val)
69.47AccuracyDeCI
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DeCIEvaluation protocol=Five-fold cross-validation2026.02 | 69.47 | 72.86 | 67.19 | 65.3 | 66.68 | 68.3 | |
| LeddamEvaluation protocol=Five-fold cross-validation2026.02 | 67.54 | 71.94 | 65.16 | 63.67 | 64.5 | 66.56 | |
| BrainNetTFEvaluation protocol=Five-fold cross-validation2026.02 | 65.22 | 70.61 | 61.93 | 58.57 | 61.34 | 63.53 | |
| iTransformerEvaluation protocol=Five-fold cross-validation2026.02 | 64.32 | 69.44 | 61.07 | 57.38 | 56.15 | 61.67 | |
| SVMEvaluation protocol=Five-fold cross-validation2026.02 | 64.2 | 65.96 | 62.01 | 61.2 | 64.93 | 63.66 | |
| BrainOODEvaluation protocol=Five-fold cross-validation2026.02 | 61.33 | 56.07 | 57.07 | 49.15 | 57.9 | 56.3 | |
| BrainTGLEvaluation protocol=Five-fold cross-validation2026.02 | 60.59 | 50.36 | 57.2 | 49.89 | 59.41 | 55.49 | |
| PSCRAttnEvaluation protocol=Five-fold cross-validation2026.02 | 60.14 | 50.24 | 55.9 | 47.32 | 56.35 | 53.99 | |
| TimeMixerEvaluation protocol=Five-fold cross-validation2026.02 | 60.14 | 52.64 | 56.22 | 47.76 | 59.24 | 55.2 | |
| MVHOEvaluation protocol=Five-fold cross-validation2026.02 | 59.58 | 46.03 | 55.63 | 46.75 | 57.72 | 53.14 | |
| PatchTSTEvaluation protocol=Five-fold cross-validation2026.02 | 58.99 | 58.19 | 54.94 | 46.03 | 54.23 | 54.48 | |
| TSMixerEvaluation protocol=Five-fold cross-validation2026.02 | 58.12 | 39.52 | 52.8 | 40.94 | 52.31 | 48.74 | |
| MDGLEvaluation protocol=Five-fold cross-validation2026.02 | 56.94 | 31.79 | 51.46 | 38.3 | 44.56 | 44.61 | |
| STAGINEvaluation protocol=Five-fold cross-validation2026.02 | 56.68 | 29.98 | 51.17 | 37.49 | 45.26 | 44.12 | |
| ModernTCNEvaluation protocol=Five-fold cross-validation2026.02 | 55.83 | 34.05 | 51.51 | 38.4 | 51.12 | 46.18 | |
| TimesNetEvaluation protocol=Five-fold cross-validation2026.02 | 55.79 | 27.9 | 50 | 35.81 | 50 | 43.9 | |
| SimMVFEvaluation protocol=Five-fold cross-validation2026.02 | 54.16 | 48.66 | 51.07 | 42.77 | 51.07 | 49.55 | |
| Random ForestEvaluation protocol=Five-fold cross-validation2026.02 | 54.05 | 52.83 | 52.97 | 52.27 | 53.63 | 53.15 |