Disease Classification on Internal (test)
71.43AccuracyBNT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BNTType=Supervised2026.03 | 71.43 | 58.48 | 71.52 | |
| FCN-LLMType=Ours, Model Size=3B2026.03 | 70.97 | 57.41 | 70.78 | |
| FCN-LLMType=Ours, Model Size=7B2026.03 | 69.86 | 54.44 | 68.86 | |
| BrainMassType=Foundation2026.03 | 69.26 | 55.37 | 63.98 | |
| TransformerType=Supervised2026.03 | 68.23 | 52.3 | 65.33 | |
| BrainGNNType=Supervised2026.03 | 68.11 | 52.99 | 66.43 | |
| BrainNPTType=Foundation2026.03 | 68.1 | 52.37 | 64.53 | |
| CINPType=Foundation2026.03 | 67.6 | 51.9 | 64.74 | |
| PTGBType=Foundation2026.03 | 67.09 | 53.14 | 65.2 | |
| HGCNType=Supervised2026.03 | 66.97 | 50.73 | 63.89 | |
| GCNType=Supervised2026.03 | 66.86 | 50.26 | 63.37 | |
| BrainNetCNNType=Supervised2026.03 | 65.83 | 49.73 | 64.87 |