REST-meta-MDD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Brain network diagnosis | REST-meta-MDD site S1 | Accuracy63.5 | 52 | |
| Brain network classification | REST-meta-MDD | Accuracy70.13 | 38 | |
| MDD Diagnosis | REST-meta-MDD site 20 (test) | Accuracy69.25 | 30 | |
| MDD Classification | REST-meta-MDD (10-fold Cross-val) | Accuracy83.44 | 17 | |
| Major Depressive Disorder vs. Normal Control Classification | REST-meta-MDD AAL Atlas | Accuracy70.43 | 14 | |
| MDD Diagnosis | REST-meta-MDD (Site S25) | Accuracy64.5 | 14 | |
| Psychiatric Diagnosis Classification | REST-meta-MDD leave-one-site-out cross-validation rs-fMRI (test) | Classification Accuracy (S1)68.1 | 13 | |
| Brain network diagnosis | REST-meta-MDD site S14 | Accuracy69.1 | 12 | |
| Brain network diagnosis | REST-meta-MDD site S12 | Accuracy60.8 | 12 | |
| Brain network diagnosis | REST-meta-MDD site S9 | Accuracy67.4 | 12 | |
| MDD Classification | REST-meta-MDD (test) | Accuracy66.87 | 10 | |
| Time-series generation | REST-meta-MDD (test) | Context-FID0.105 | 7 | |
| MDD Diagnosis | REST-meta-MDD Harvard-Oxford atlas parcellation | Accuracy68.85 | 5 | |
| MDD Diagnosis | REST-meta-MDD (Site S8) | Accuracy70.55 | 2 | |
| MDD Diagnosis | REST-meta-MDD (Site S21) | Accuracy57.9 | 2 | |
| MDD Diagnosis | REST-meta-MDD Automated Anatomical Labeling parcellation | Accuracy68.53 | 2 |
Showing 16 of 16 rows