ADOS Prediction on ASD (test)
2.61MAENo DTI dec.
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| No DTI dec.variant=Ablation: No DTI decoder2021.05 | 2.61 | 0.41 | 0.14 | |
| Decoupledvariant=Decoupled framework2021.05 | 2.64 | 0.49 | 0.35 | |
| Dict. Learn.+ANN2021.05 | 2.71 | 0.43 | 0.5 | |
| Our Frameworkmodel=Matrix Autoencoder2021.05 | 2.71 | 0.49 | 0.51 | |
| No rs-fMRI dec.variant=Ablation: No rs-fMRI decoder2021.05 | 3.11 | 0.46 | 0.089 | |
| BrainNetCNN2021.05 | 3.89 | 0.35 | 0.05 | |
| Our Frameworkmodel=Matrix Autoencoder2021.05 | 13.14 | 0.86 | 0.32 | |
| Dict. Learn.+ANN2021.05 | 13.19 | 0.82 | 0.37 | |
| No rs-fMRI dec.variant=Ablation: No rs-fMRI decoder2021.05 | 14.03 | 0.74 | 0.02 | |
| Decoupledvariant=Decoupled framework2021.05 | 17.08 | 0.76 | 0.09 | |
| BrainNetCNN2021.05 | 19.35 | 0.74 | 0.2 | |
| No DTI dec.variant=Ablation: No DTI decoder2021.05 | 19.65 | 0.81 | 0.23 |