Diagnosing diseases from medical images or data.
1,112 resting-state fMRI datasets from 539 individuals with autism spectrum disorder (ASD) and 573 typically developing controls across 17 international sites. Multi-site neuroimaging data for autism classification and biomarker discovery.
Leading models on ABIDE I.
| # | Model | accuracy | Year | Source |
|---|---|---|---|---|
| ★ | SSAE + Softmax (Explainable ASD)✓ | 98.2 | 2025 | paper ↗ |
| 2 | Plymouth DL Model | 98.0 | 2025 | paper ↗ |
| 3 | MCBERT | 93.4 | 2025 | paper ↗ |
| 4 | AE-FCN | 85.0 | 2025 | paper ↗ |
| 5 | ChebGAT-GCN✓ | 82.0 | 2025 | paper ↗ |
| 6 | ASDFormer✓ | 81.2 | 2025 | paper ↗ |
| 7 | ASD-SWNet | 81.0 | 2025 | paper ↗ |
| 8 | BrainGT | 78.7 | 2025 | paper ↗ |
| 9 | Multi-Atlas DNN | 78.1 | 2025 | paper ↗ |
| 10 | GCN | 78.0 | 2025 | paper ↗ |
Didn't find the model, metric, or dataset you needed? Tell us in one line. We read every message and reply within 48 hours.
9 datasets tracked for this task.
Still looking for something on Disease Classification? A missing model, a stale score, a benchmark we should cover — drop it here and we'll handle it.
Real humans read every message. We track what people are asking for and prioritize accordingly.