IBD Detection on IBD (1-month prediction interval, test)
0.752AUROCGraD-IBD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GraD-IBDFLOP (M)=23.495, Params (M)=0.1722026.05 | 0.752 | 0.597 | 0.612 | |
| GraphSAGEFLOP (M)=23.495, Params (M)=0.2132026.05 | 0.752 | 0.582 | 0.565 | |
| TransformerFLOP (M)=419.680, Params (M)=1.3802026.05 | 0.743 | 0.568 | 0.543 | |
| GATFLOP (M)=28.230, Params (M)=0.3902026.05 | 0.727 | 0.58 | 0.6 | |
| GCNFLOP (M)=23.626, Params (M)=0.1722026.05 | 0.719 | 0.512 | 0.503 | |
| LSTMFLOP (M)=698.420, Params (M)=2.3102026.05 | 0.719 | 0.468 | 0.418 |