MDD Diagnosis on REST-meta-MDD site 20 (test)
69.25AccuracyChebyNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ChebyNetAtlas=HO, Synthetic Data=W/, Samples (MDD/NC)=282/2512026.05 | 69.25 | 68.95 | 67.9 | 69.9 | |
| MAFAtlas=AAL, Synthetic Data=W/, Samples (MDD/NC)=245/2252026.05 | 68.85 | 68.23 | 70.84 | 71.9 | |
| GINAtlas=HO, Synthetic Data=W/, Samples (MDD/NC)=282/2512026.05 | 68.68 | 69.51 | 70.97 | 70.18 | |
| MAFAtlas=Craddock, Synthetic Data=W/, Samples (MDD/NC)=245/2252026.05 | 68.25 | 68.89 | 70.56 | 71.23 | |
| MAFAtlas=HO, Synthetic Data=W/, Samples (MDD/NC)=245/2252026.05 | 68 | 67.95 | 66.79 | 68.37 | |
| GN-NMAAtlas=Craddock, Synthetic Data=W/, Samples (MDD/NC)=282/2512026.05 | 67.88 | 72.25 | 65.95 | 68.83 | |
| GATAtlas=HO, Synthetic Data=W/, Samples (MDD/NC)=282/2512026.05 | 67.87 | 65.51 | 69.97 | 66.18 | |
| GTNAtlas=HO, Synthetic Data=W/, Samples (MDD/NC)=282/2512026.05 | 67.09 | 66.3 | 65.68 | 67.69 | |
| DSAMAtlas=Craddock, Synthetic Data=W/, Samples (MDD/NC)=282/2512026.05 | 66.91 | 67.56 | 63.23 | 64.86 | |
| BrainNetCNNAtlas=HO, Synthetic Data=W/, Samples (MDD/NC)=282/2512026.05 | 66.68 | 67.49 | 67.62 | 66.29 | |
| GraphSAGEAtlas=HO, Synthetic Data=W/, Samples (MDD/NC)=282/2512026.05 | 65.76 | 64.8 | 72.61 | 64.24 | |
| GAE-FCNNAtlas=AAL, Synthetic Data=W/, Samples (MDD/NC)=250/2302026.05 | 65.54 | 68.9 | 66.06 | 66.38 | |
| DSAMAtlas=AAL, Synthetic Data=W/, Samples (MDD/NC)=282/2512026.05 | 65.33 | 65.96 | 68.65 | 69.1 | |
| DSAMAtlas=HO, Synthetic Data=W/, Samples (MDD/NC)=282/2512026.05 | 64.93 | 65.68 | 69.25 | 68.95 | |
| GN-NMAAtlas=Craddock, Synthetic Data=W/O, Samples (MDD/NC)=282/2512026.05 | 64.88 | 68.25 | 62.95 | 66.48 | |
| GN-NMAAtlas=AAL, Synthetic Data=W/, Samples (MDD/NC)=282/2512026.05 | 64.75 | 65.56 | 66.28 | 67.33 | |
| GINAtlas=HO, Synthetic Data=W/O, Samples (MDD/NC)=282/2512026.05 | 64.59 | 65.61 | 67.81 | 66.36 | |
| GATAtlas=HO, Synthetic Data=W/O, Samples (MDD/NC)=282/2512026.05 | 64.03 | 59.19 | 66.88 | 62.32 | |
| GraphSAGEAtlas=HO, Synthetic Data=W/O, Samples (MDD/NC)=282/2512026.05 | 63.87 | 59.66 | 68.85 | 59.72 | |
| MAFAtlas=Craddock, Synthetic Data=W/O, Samples (MDD/NC)=245/2252026.05 | 63.85 | 62.45 | 63.89 | 66.88 | |
| BrainNetCNNAtlas=HO, Synthetic Data=W/O, Samples (MDD/NC)=282/2512026.05 | 63.59 | 61.32 | 62.31 | 63.77 | |
| DSAMAtlas=Craddock, Synthetic Data=W/O, Samples (MDD/NC)=282/2512026.05 | 63.36 | 63.93 | 61.15 | 61.75 | |
| DSAMAtlas=AAL, Synthetic Data=W/O, Samples (MDD/NC)=282/2512026.05 | 63.15 | 64.12 | 65.96 | 67.99 | |
| MAFAtlas=AAL, Synthetic Data=W/O, Samples (MDD/NC)=245/2252026.05 | 63 | 60.66 | 64.88 | 63.86 | |
| ChebyNetAtlas=HO, Synthetic Data=W/O, Samples (MDD/NC)=282/2512026.05 | 63 | 62.55 | 65.89 | 64.35 | |
| GTNAtlas=HO, Synthetic Data=W/O, Samples (MDD/NC)=282/2512026.05 | 62.92 | 61.6 | 61.79 | 62.5 | |
| MAFAtlas=HO, Synthetic Data=W/O, Samples (MDD/NC)=245/2252026.05 | 62.75 | 61.76 | 65.73 | 63.52 | |
| DSAMAtlas=HO, Synthetic Data=W/O, Samples (MDD/NC)=282/2512026.05 | 62.55 | 63.53 | 66.99 | 67.03 | |
| GAE-FCNNAtlas=AAL, Synthetic Data=W/O, Samples (MDD/NC)=250/2302026.05 | 62.08 | 65.85 | 61.53 | 63.24 | |
| GN-NMAAtlas=AAL, Synthetic Data=W/O, Samples (MDD/NC)=282/2512026.05 | 61.88 | 62.54 | 64.17 | 63 |