ASD Classification on ABIDE
71.58AccuracySABER
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SABERLLM-based semantic modeling=true2026.07 | 71.58 | 70.4 | 81.87 | 69.68 | 75.06 | |
| SABERliteLLM-based semantic modeling=false2026.07 | 69.82 | 72.23 | 71.97 | 68.88 | 70.02 | |
| BrainPrompt2026.07 | 66.35 | 66.45 | 71.08 | 68.38 | 68.72 | |
| BrainGSL2026.07 | 66.31 | 67.35 | 66.82 | 67.57 | 66.93 | |
| BNT2026.07 | 66.13 | 71.34 | 71.87 | 67.41 | 69.33 | |
| BrainNetCNN2026.07 | 65.81 | 70.22 | 69.03 | 65.97 | 67.33 | |
| MADEforASD2026.07 | 65.21 | 69.49 | 69.69 | 65.09 | 67.13 | |
| HGNN2026.07 | 64.52 | 70.41 | 66.72 | 65.15 | 65.67 | |
| BrainGNN2026.07 | 64.43 | 68.14 | 65.31 | 63.81 | 64.41 | |
| Com-BrainTF2026.07 | 64.41 | 70.77 | 69.03 | 66.35 | 67.44 | |
| BrainNPT2026.07 | 64.32 | 69.47 | 66.39 | 65.38 | 65.57 |