Knowledge Tracing on Statics 2011
87.29AccuracyMAGE-KT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MAGE-KTCategory=Ours2026.01 | 87.29 | 87.72 | |
| DyGKTCategory=Graph-based Methods2026.01 | 83.27 | 84.36 | |
| GIKTCategory=Graph-based Methods2026.01 | 82.75 | 86.07 | |
| TCL4KTCategory=Graph-based Methods2026.01 | 82.56 | 86.81 | |
| DGEKTCategory=Graph-based Methods2026.01 | 81.97 | 82.85 | |
| MGEKTCategory=Graph-based Methods2026.01 | 81.61 | 85.39 | |
| STHKTCategory=Graph-based Methods2026.01 | 80.79 | 82.58 | |
| AKTCategory=Transformer-based Methods2026.01 | 79.87 | 84.21 | |
| SAINTCategory=Transformer-based Methods2026.01 | 79.82 | 79.99 | |
| DKT+Category=DL-based Methods2026.01 | 79.77 | 82.22 | |
| DKTCategory=DL-based Methods2026.01 | 79.72 | 81.03 | |
| SAKTCategory=Transformer-based Methods2026.01 | 79.62 | 79.17 | |
| GKTCategory=Graph-based Methods2026.01 | 79.02 | 80.4 | |
| DKVMNCategory=DL-based Methods2026.01 | 78.29 | 79.93 |