Brain Disorder Classification on Mātai
73.67AccuracyDeCI
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DeCIProtocol=Five-fold cross-validation, Runs=52026.02 | 73.67 | 73.27 | 70.34 | 67.21 | 66.63 | 70.22 | |
| iTransformerProtocol=Five-fold cross-validation, Runs=52026.02 | 70.67 | 71.59 | 67.2 | 63.79 | 63.59 | 67.37 | |
| LeddamProtocol=Five-fold cross-validation, Runs=52026.02 | 70.33 | 72.35 | 67.14 | 63.17 | 63.31 | 67.26 | |
| BrainNetTFProtocol=Five-fold cross-validation, Runs=52026.02 | 68.67 | 70.64 | 63.89 | 60.13 | 63.31 | 65.33 | |
| TimeMixerProtocol=Five-fold cross-validation, Runs=52026.02 | 67 | 65.44 | 63.03 | 58.1 | 64.11 | 63.54 | |
| PSCRAttnProtocol=Five-fold cross-validation, Runs=52026.02 | 66 | 60.34 | 60.69 | 54.76 | 63.49 | 61.06 | |
| PatchTSTProtocol=Five-fold cross-validation, Runs=52026.02 | 64.67 | 55.59 | 59.54 | 52.52 | 58.8 | 58.22 | |
| MVHOProtocol=Five-fold cross-validation, Runs=52026.02 | 64.33 | 55.49 | 59.49 | 51.65 | 59.6 | 58.11 | |
| BrainOODProtocol=Five-fold cross-validation, Runs=52026.02 | 63.33 | 45.97 | 56.91 | 48.17 | 53.71 | 53.62 | |
| TSMixerProtocol=Five-fold cross-validation, Runs=52026.02 | 63.33 | 58.11 | 58.06 | 48.91 | 58.11 | 57.3 | |
| SVMProtocol=Five-fold cross-validation, Runs=52026.02 | 62 | 57.94 | 58.29 | 54.71 | 57.03 | 57.99 | |
| TimesNetProtocol=Five-fold cross-validation, Runs=52026.02 | 60.67 | 39.35 | 52.91 | 42 | 54.63 | 49.91 | |
| BrainTGLProtocol=Five-fold cross-validation, Runs=52026.02 | 60.33 | 36.46 | 53.2 | 41.95 | 55.2 | 49.43 | |
| STAGINProtocol=Five-fold cross-validation, Runs=52026.02 | 60 | 36.28 | 52.8 | 41.42 | 51.49 | 48.4 | |
| ModernTCNProtocol=Five-fold cross-validation, Runs=52026.02 | 59 | 34.75 | 51.94 | 39.8 | 52.57 | 47.61 | |
| MDGLProtocol=Five-fold cross-validation, Runs=52026.02 | 58.67 | 31.11 | 50.86 | 38 | 50.63 | 45.85 | |
| SimMVFProtocol=Five-fold cross-validation, Runs=52026.02 | 52.67 | 34.28 | 47.31 | 38.72 | 47.31 | 44.06 | |
| Random ForestProtocol=Five-fold cross-validation, Runs=52026.02 | 50.67 | 47.76 | 48.91 | 47.29 | 51.71 | 49.27 |