MDD diagnosis on Private cohort MDD (test)
77.2AccuracyBrainSTR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BrainSTRCategory=Full Model2026.03 | 77.2 | 77.8 | |
| BrainSTR w/o LbinCategory=Ablation2026.03 | 76.7 | 75.2 | |
| BrainSTR w/o LspCategory=Ablation2026.03 | 76.2 | 76.7 | |
| BrainDGTCategory=Dynamic graph2026.03 | 74.3 | 71.3 | |
| BrainSTR w/o APPCategory=Ablation2026.03 | 74.3 | 77.2 | |
| BrainSTR w/o LmsCategory=Ablation2026.03 | 74.3 | 71.3 | |
| STA-GINCategory=Dynamic graph2026.03 | 73.1 | 66 | |
| MCDGLNCategory=Dynamic graph2026.03 | 72.6 | 71.1 | |
| BrainSTR w/o LstrCategory=Ablation2026.03 | 72.4 | 77.3 | |
| D-CoRPCategory=Static graph2026.03 | 71.7 | 71 | |
| SVM-RFECategory=Traditional2026.03 | 70.3 | 70.1 | |
| BrainSTR w/o ΔSCategory=Ablation2026.03 | 68.6 | 64.3 | |
| FC + SVMCategory=Traditional2026.03 | 68.4 | 67.2 | |
| ASD-DiagNetCategory=Static graph2026.03 | 68.2 | 68 | |
| MVS-GCNCategory=Static graph2026.03 | 68.1 | 68.1 | |
| FRLCategory=Static graph2026.03 | 68 | 68.9 | |
| MDGLCategory=Dynamic graph2026.03 | 67.4 | 66.7 | |
| GroupINNCategory=Static graph2026.03 | 67.1 | 65.7 | |
| EAG-RSCategory=Static graph2026.03 | 66.5 | 70.9 | |
| BrainGNNCategory=Static graph2026.03 | 65.2 | 63.7 | |
| FC + RFCategory=Traditional2026.03 | 64.7 | 61.2 | |
| ST-GCNCategory=Dynamic graph2026.03 | 60.3 | 62.9 |