ASD diagnosis on ABIDE NYU center (test)
72.4AccuracyBrainSTR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BrainSTRCategory=Full Model2026.03 | 72.4 | 73 | |
| BrainSTR w/o LbinCategory=Ablation2026.03 | 72.1 | 71.8 | |
| BrainSTR w/o LspCategory=Ablation2026.03 | 72.1 | 72.5 | |
| BrainSTR w/o LmsCategory=Ablation2026.03 | 71.7 | 70.2 | |
| BrainSTR w/o LstrCategory=Ablation2026.03 | 71.3 | 72.7 | |
| BrainSTR w/o APPCategory=Ablation2026.03 | 70.1 | 70.4 | |
| BrainSTR w/o ΔSCategory=Ablation2026.03 | 69.4 | 66.8 | |
| MVS-GCNCategory=Static graph2026.03 | 69.3 | 68.3 | |
| BrainDGTCategory=Dynamic graph2026.03 | 69.1 | 69.7 | |
| STA-GINCategory=Dynamic graph2026.03 | 68.9 | 67.2 | |
| FC + SVMCategory=Traditional2026.03 | 68.1 | 69.7 | |
| D-CoRPCategory=Static graph2026.03 | 67.9 | 65.3 | |
| ASD-DiagNetCategory=Static graph2026.03 | 67.4 | 67.5 | |
| MCDGLNCategory=Dynamic graph2026.03 | 67.2 | 69.3 | |
| FRLCategory=Static graph2026.03 | 67.1 | 69.4 | |
| MDGLCategory=Dynamic graph2026.03 | 66.9 | 64.1 | |
| EAG-RSCategory=Static graph2026.03 | 66.8 | 68.1 | |
| FC + RFCategory=Traditional2026.03 | 66.2 | 65.1 | |
| SVM-RFECategory=Traditional2026.03 | 65.2 | 65.9 | |
| BrainGNNCategory=Static graph2026.03 | 65.2 | 65.4 | |
| GroupINNCategory=Static graph2026.03 | 63.3 | 64.3 | |
| ST-GCNCategory=Dynamic graph2026.03 | 56.7 | 52.6 |