Brain Network Classification on HCPA CORR (test)
97.92AccuracyBNT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BNTTemporal Modeling=static2024.09 | 97.92 | 97.92 | |
| NeuroPathTemporal Modeling=static2024.09 | 96.69 | 96.7 | |
| BolTTemporal Modeling=static2024.09 | 96.4 | 96.38 | |
| MLPTemporal Modeling=static2024.09 | 96.01 | 96.01 | |
| GCNTemporal Modeling=static2024.09 | 95.85 | 95.85 | |
| BNTTemporal Modeling=dynamic2024.09 | 94.18 | 94.16 | |
| NAGphormerTemporal Modeling=static2024.09 | 93.67 | 93.69 | |
| NeuroPathTemporal Modeling=dynamic2024.09 | 92.76 | 92.72 | |
| MLPTemporal Modeling=dynamic2024.09 | 92.57 | 92.52 | |
| GCNTemporal Modeling=dynamic2024.09 | 91.95 | 91.9 | |
| BolTTemporal Modeling=dynamic2024.09 | 91.68 | 91.66 | |
| BrainGNNTemporal Modeling=static2024.09 | 90.85 | 90.92 | |
| NAGphormerTemporal Modeling=dynamic2024.09 | 90.73 | 90.64 | |
| BrainGNNTemporal Modeling=dynamic2024.09 | 86.06 | 85.43 | |
| GraphormerTemporal Modeling=static2024.09 | 78.8 | 77.29 | |
| GraphormerTemporal Modeling=dynamic2024.09 | 78.73 | 75.26 |