Brain Disorder Classification on ABIDE-240 (5-fold CV)
71.33AccuracyDeCI
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DeCIEvaluation protocol=Five-fold cross-validation2026.02 | 71.33 | 75.31 | 71.14 | 69.79 | 72.15 | 71.94 | |
| BrainOODEvaluation protocol=Five-fold cross-validation2026.02 | 67.17 | 72.16 | 66.82 | 64.49 | 67.06 | 67.54 | |
| iTransformerEvaluation protocol=Five-fold cross-validation2026.02 | 66.83 | 72.21 | 66.79 | 64.39 | 64.67 | 66.98 | |
| LeddamEvaluation protocol=Five-fold cross-validation2026.02 | 66.5 | 72.7 | 66.3 | 63.53 | 64.08 | 66.62 | |
| BrainNetTFEvaluation protocol=Five-fold cross-validation2026.02 | 63.5 | 70.82 | 63.2 | 59.22 | 62 | 63.75 | |
| PSCRAttnEvaluation protocol=Five-fold cross-validation2026.02 | 61.33 | 63.94 | 60.86 | 55.06 | 60.93 | 60.42 | |
| MVHOEvaluation protocol=Five-fold cross-validation2026.02 | 60.17 | 63.99 | 59.62 | 54.05 | 56.84 | 58.93 | |
| TimeMixerEvaluation protocol=Five-fold cross-validation2026.02 | 59 | 60.86 | 59.08 | 51.83 | 59.56 | 58.07 | |
| PatchTSTEvaluation protocol=Five-fold cross-validation2026.02 | 58.83 | 53.31 | 58 | 50.37 | 57.86 | 55.67 | |
| TimesNetEvaluation protocol=Five-fold cross-validation2026.02 | 57.67 | 60.03 | 57.38 | 48.72 | 58.3 | 56.42 | |
| TSMixerEvaluation protocol=Five-fold cross-validation2026.02 | 56.67 | 50.57 | 55.83 | 45.95 | 56.41 | 53.09 | |
| ModernTCNEvaluation protocol=Five-fold cross-validation2026.02 | 56.33 | 59.31 | 56.5 | 46.89 | 56.28 | 55.06 | |
| BrainTGLEvaluation protocol=Five-fold cross-validation2026.02 | 55.5 | 49.9 | 54.74 | 45.44 | 51.79 | 51.47 | |
| SVMEvaluation protocol=Five-fold cross-validation2026.02 | 54.21 | 55.96 | 49.17 | 53.66 | 48.22 | 52.24 | |
| Random ForestEvaluation protocol=Five-fold cross-validation2026.02 | 53.83 | 54.41 | 54.02 | 53.28 | 56.81 | 54.47 | |
| STAGINEvaluation protocol=Five-fold cross-validation2026.02 | 52.33 | 30.62 | 51.87 | 37.16 | 46.49 | 43.69 | |
| MDGLEvaluation protocol=Five-fold cross-validation2026.02 | 51.5 | 27.31 | 50.67 | 34.94 | 47.72 | 42.43 | |
| SimMVFEvaluation protocol=Five-fold cross-validation2026.02 | 51.17 | 45.36 | 51.03 | 42.71 | 51.03 | 48.26 |