BD Diagnosis on Private cohort BD (test)
78.2AccuracyBrainSTR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BrainSTRCategory=Full Model2026.03 | 78.2 | 79.6 | |
| BrainSTR w/o LspCategory=Ablation2026.03 | 77.8 | 79 | |
| BrainSTR w/o LbinCategory=Ablation2026.03 | 77.6 | 78.2 | |
| BrainSTR w/o APPCategory=Ablation2026.03 | 75.9 | 76.2 | |
| BrainDGTCategory=Dynamic graph2026.03 | 73.7 | 74.7 | |
| BrainSTR w/o LmsCategory=Ablation2026.03 | 73.7 | 70.2 | |
| EAG-RSCategory=Static graph2026.03 | 73.5 | 72.1 | |
| D-CoRPCategory=Static graph2026.03 | 72.6 | 71.8 | |
| STA-GINCategory=Dynamic graph2026.03 | 72.4 | 68.5 | |
| BrainSTR w/o LstrCategory=Ablation2026.03 | 72.4 | 74.5 | |
| ASD-DiagNetCategory=Static graph2026.03 | 72.1 | 72.1 | |
| MCDGLNCategory=Dynamic graph2026.03 | 71.6 | 72.1 | |
| FRLCategory=Static graph2026.03 | 71.1 | 70.7 | |
| BrainSTR w/o ΔSCategory=Ablation2026.03 | 69.4 | 66.8 | |
| BrainGNNCategory=Static graph2026.03 | 69.1 | 68.7 | |
| MDGLCategory=Dynamic graph2026.03 | 69.1 | 70.3 | |
| GroupINNCategory=Static graph2026.03 | 68.3 | 65.2 | |
| MVS-GCNCategory=Static graph2026.03 | 67.1 | 65 | |
| SVM-RFECategory=Traditional2026.03 | 66.9 | 67.6 | |
| FC + SVMCategory=Traditional2026.03 | 65.6 | 67.3 | |
| FC + RFCategory=Traditional2026.03 | 65.2 | 63.6 | |
| ST-GCNCategory=Dynamic graph2026.03 | 61.3 | 60.9 |