| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ABIDE | Brain-HGCN | AUROC91.4 | 39 | 4mo ago | |
| REST-meta-MDD | HLBG | Accuracy70.13 | 38 | 16d ago | |
| ABCD-OCD | AFR-Net | F1 Score70.62 | 30 | 4mo ago | |
| PPMI CN vs Prodromal vs PD (5-fold cross-validation) | MuHL | Accuracy76.8 | 20 | 1mo ago | |
| ABIDE-I | HLBG | Accuracy75.45 | 16 | 16d ago | |
| UKB BOLD (test) | NeuroPath | Accuracy99.59 | 16 | 4mo ago | |
| UKB CORR (test) | NeuroPath | Accuracy99.22 | 16 | 4mo ago | |
| HCPA BOLD Aging (test) | BolT | Accuracy95.78 | 16 | 4mo ago | |
| HCPA CORR (test) | BNT | Accuracy97.92 | 16 | 4mo ago | |
| PPMI | AFR-Net | F1 Score83.7 | 15 | 4mo ago | |
| ABCD-Anx | AFR-Net | F1 Score62.15 | 15 | 4mo ago | |
| ABCD-ADHD | AFR-Net | F1 Score65.5 | 15 | 4mo ago | |
| ABIDE 10-fold (val) | BLEG | Accuracy72.21 | 12 | 3mo ago | |
| MDD (10-fold cross val) | BLEG | Accuracy65.63 | 12 | 3mo ago | |
| ADHD (10-fold cross validation) | BLEG | Accuracy69.41 | 12 | 3mo ago | |
| HCP (10-fold cross validation) | BLEG | Accuracy71.21 | 12 | 3mo ago | |
| ABCD | BRAINNETTF | AUROC96.2 | 9 | 4mo ago | |
| ZDXX (zhongdaxinxiang) | Qwen3-8B | Accuracy75.82 | 8 | 3mo ago | |
| OASIS | NeuroPath | Average Rank2.5 | 8 | 4mo ago | |
| ADNI | NeuroPath | Average Rank1.6 | 8 | 4mo ago | |
| UKB | NeuroPath | Average Rank1.8 | 8 | 4mo ago | |
| HCPA | NeuroPath | Average Rank2 | 8 | 4mo ago | |
| TaoWu | MuHL | Accuracy60.5 | 7 | 1mo ago | |
| ADNI 1/3/GO | MuHL | Accuracy56 | 7 | 1mo ago | |
| PPMI | ContrastPool | Accuracy0.6978 | 3 | 4mo ago |
