Disease Classification on ABIDEII (test)
54.03AccuracyFCN-LLM (7B)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FCN-LLM (7B)Type=Ours, Zero-shot=true, Parameters=7B2026.03 | 54.03 | 18.23 | 49.15 | |
| FCN-LLM (3B)Type=Ours, Zero-shot=true, Parameters=3B2026.03 | 53.75 | 17.69 | 48.66 | |
| BrainMassType=Foundation, Zero-shot=true2026.03 | 35.88 | 5.65 | 34.04 | |
| CINPType=Foundation, Zero-shot=true2026.03 | 32.66 | 1.34 | 30.67 | |
| FCN token + SVMType=Ours, Zero-shot=true2026.03 | 32.16 | 1.65 | 38.41 | |
| PTGBType=Foundation, Zero-shot=true2026.03 | 32.14 | 3.28 | 29.53 | |
| BNTType=Supervised, Zero-shot=true2026.03 | 31.82 | 6.19 | 40.16 | |
| BrainNPTType=Foundation, Zero-shot=true2026.03 | 31.56 | 2.21 | 27.59 | |
| TransformerType=Supervised, Zero-shot=true2026.03 | 22.77 | 3.59 | 26.73 |