ADHD Diagnosis on ADHD-200 (test)
80.7AccuracyRTGMFF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RTGMFFMethod Category=Proposed Method2025.09 | 80.7 | 79.5 | 81.3 | 80.4 | |
| A-GCLMethod Category=Task-Specific Method2025.09 | 77.8 | 76.4 | 79.4 | 77.9 | |
| KMGCNMethod Category=Task-Specific Method2025.09 | 75.2 | 72.8 | 77 | 74.9 | |
| Com-BrainTFMethod Category=Task-Specific Method2025.09 | 74.2 | 74.7 | 73.3 | 74 | |
| MCPATSMethod Category=Task-Specific Method2025.09 | 74 | 64.3 | 80.4 | 72.3 | |
| Swin TransformerMethod Category=Universal Method2025.09 | 73.2 | 70.3 | 75.1 | 72.7 | |
| BNTMethod Category=Task-Specific Method2025.09 | 72.8 | 70.9 | 73.9 | 72.4 | |
| GBTMethod Category=Task-Specific Method2025.09 | 70.4 | 68.1 | 71.5 | 69.8 | |
| ResNet-50Method Category=Universal Method2025.09 | 68.5 | 57.7 | 78.1 | 67.9 | |
| BrainNetCNNMethod Category=Task-Specific Method2025.09 | 68 | 65.8 | 70.4 | 68.1 | |
| BrainGBMethod Category=Task-Specific Method2025.09 | 65.8 | 61.3 | 70.3 | 65.8 | |
| BrainGNNMethod Category=Task-Specific Method2025.09 | 64.7 | 67.9 | 62.7 | 65.3 | |
| VGG16Method Category=Universal Method2025.09 | 64.6 | 59.7 | 70.3 | 65 | |
| MLPMethod Category=Universal Method2025.09 | 60.8 | 64.3 | 68.6 | 66.4 | |
| SCDAMethod Category=Task-Specific Method2025.09 | 57.8 | 55.2 | 59.2 | 57.2 |