MDD vs Control Classification on REST-meta-MDD (AAL Atlas)
70.43AccuracyHWSTCL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HWSTCLConnectivity Type=DFC, Parcellation Atlas=AAL2026.05 | 70.43 | 76.3 | 60.96 | 73.2 | 67.63 | |
| MSSTANConnectivity Type=DFC, Parcellation Atlas=AAL2026.05 | 68.65 | 74.67 | 59.45 | 71.63 | 67.06 | |
| Temporal-BCGCNConnectivity Type=DFC, Parcellation Atlas=AAL2026.05 | 68.01 | 74.2 | 58.8 | 71.86 | 64.72 | |
| Long-Interval STGCConnectivity Type=DFC, Parcellation Atlas=AAL2026.05 | 67.53 | 73.52 | 57.91 | 70.69 | 65.09 | |
| GAE-FCNNConnectivity Type=SFC, Parcellation Atlas=AAL2026.05 | 66.19 | 74.6 | 54.84 | 70.3 | 64.5 | |
| STAGCNConnectivity Type=DFC, Parcellation Atlas=AAL2026.05 | 66.04 | 74.45 | 53.37 | 69.55 | 58.8 | |
| ESTAConnectivity Type=DFC, Parcellation Atlas=AAL2026.05 | 65.92 | 73.23 | 57.1 | 70.04 | 63.62 | |
| GNNMAConnectivity Type=SFC, Parcellation Atlas=AAL2026.05 | 65.7 | 74.05 | 54.2 | 69.7 | 63.8 | |
| BrainGNNConnectivity Type=SFC, Parcellation Atlas=AAL2026.05 | 65.18 | 73.74 | 52.91 | 69.11 | 63.32 | |
| BrainNetCNNConnectivity Type=SFC, Parcellation Atlas=AAL2026.05 | 64.4 | 72.9 | 51.7 | 68.5 | 62.4 | |
| IBGNNConnectivity Type=SFC, Parcellation Atlas=AAL2026.05 | 63.28 | 73.79 | 50.28 | 69.11 | 62.28 | |
| STGCNConnectivity Type=DFC, Parcellation Atlas=AAL2026.05 | 61.21 | 74.69 | 40.71 | 65.35 | 48.81 | |
| SVMConnectivity Type=SFC, Parcellation Atlas=AAL2026.05 | 56.6 | 60.87 | 51.51 | 60.49 | 56.19 | |
| RFConnectivity Type=SFC, Parcellation Atlas=AAL2026.05 | 54.67 | 62.18 | 45.91 | 53.91 | 53.91 |