Cog Prediction on Internal (test)
0.089MAEFCN-LLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FCN-LLMType=Ours, Model Size=3B2026.03 | 0.089 | 76.77 | |
| BNTType=Supervised2026.03 | 0.09 | 80.75 | |
| FCN-LLMType=Ours, Model Size=7B2026.03 | 0.09 | 77.61 | |
| BrainGNNType=Supervised2026.03 | 0.091 | 81.42 | |
| TransformerType=Supervised2026.03 | 0.091 | 79.5 | |
| HGCNType=Supervised2026.03 | 0.095 | 78.73 | |
| GCNType=Supervised2026.03 | 0.097 | 79.11 | |
| BrainNetCNNType=Supervised2026.03 | 0.12 | 72.72 | |
| BrainMassType=Foundation2026.03 | 0.153 | 74.27 | |
| CINPType=Foundation2026.03 | 0.164 | 53.3 | |
| BrainNPTType=Foundation2026.03 | 0.165 | 50.23 | |
| PTGBType=Foundation2026.03 | 0.167 | 51.64 |