Brain Disorder Classification on ABIDE 180 (Five-fold cross-validation)
63.99AccuracyDeCI
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DeCIEvaluation protocol=Five-fold cross-validation2026.02 | 63.99 | 66.55 | 62.67 | 60.99 | 62.04 | 63.25 | |
| BrainOODEvaluation protocol=Five-fold cross-validation2026.02 | 62.54 | 60.73 | 60.24 | 55.87 | 59.2 | 59.72 | |
| LeddamEvaluation protocol=Five-fold cross-validation2026.02 | 61.96 | 64.24 | 59.95 | 55.8 | 56.49 | 59.69 | |
| iTransformerEvaluation protocol=Five-fold cross-validation2026.02 | 61.78 | 64.94 | 59.77 | 55.74 | 59.22 | 60.29 | |
| BrainNetTFEvaluation protocol=Five-fold cross-validation2026.02 | 60.76 | 65.15 | 58.36 | 52.1 | 59.31 | 59.14 | |
| Random ForestEvaluation protocol=Five-fold cross-validation2026.02 | 60.75 | 60.73 | 59.76 | 59.11 | 58.79 | 59.83 | |
| SVMEvaluation protocol=Five-fold cross-validation2026.02 | 59.24 | 59.78 | 58.7 | 58.53 | 55.63 | 58.38 | |
| PatchTSTEvaluation protocol=Five-fold cross-validation2026.02 | 58.65 | 55.97 | 56.05 | 48.74 | 56.24 | 55.13 | |
| PSCRAttnEvaluation protocol=Five-fold cross-validation2026.02 | 57.45 | 56.01 | 54.61 | 45.89 | 52.93 | 53.38 | |
| TimeMixerEvaluation protocol=Five-fold cross-validation2026.02 | 57.38 | 52.77 | 54.8 | 45.35 | 57.1 | 53.48 | |
| BrainTGLEvaluation protocol=Five-fold cross-validation2026.02 | 57.28 | 49.82 | 54.27 | 43.79 | 60.23 | 53.08 | |
| MVHOEvaluation protocol=Five-fold cross-validation2026.02 | 57.2 | 55.3 | 54.33 | 45.04 | 51.46 | 52.67 | |
| TSMixerEvaluation protocol=Five-fold cross-validation2026.02 | 55.68 | 46.03 | 52.61 | 40.94 | 52.78 | 49.61 | |
| TimesNetEvaluation protocol=Five-fold cross-validation2026.02 | 54.41 | 32.51 | 50.94 | 36.78 | 52.6 | 45.45 | |
| STAGINEvaluation protocol=Five-fold cross-validation2026.02 | 54.31 | 30.39 | 50.56 | 36.15 | 51.11 | 44.5 | |
| ModernTCNEvaluation protocol=Five-fold cross-validation2026.02 | 53.9 | 41.86 | 50.47 | 35.87 | 50.59 | 46.54 | |
| MDGLEvaluation protocol=Five-fold cross-validation2026.02 | 53.81 | 26.91 | 50 | 34.98 | 50.63 | 43.27 | |
| SimMVFEvaluation protocol=Five-fold cross-validation2026.02 | 51.78 | 43.5 | 49.79 | 41.63 | 49.79 | 47.3 |