Knowledge Tracing on XSE3G5M (test)
0.8188AUCUKT + MBP-KT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| UKT + MBP-KTFamily=Transformer2026.05 | 0.8188 | 83 | 0.3507 | 89.95 | |
| SAINT + MBP-KTFamily=Transformer2026.05 | 0.8177 | 82.83 | 0.3515 | 89.8 | |
| ReKT + MBP-KTFamily=State2026.05 | 0.8155 | 82.56 | 0.3542 | 89.71 | |
| DKT + MBP-KTFamily=RNN2026.05 | 0.8152 | 82.8 | 0.3526 | 89.82 | |
| UKTFamily=Transformer2026.05 | 0.8128 | 82.89 | 0.3525 | 89.84 | |
| DKVMN + MBP-KTFamily=Memory2026.05 | 0.8114 | 82.65 | 0.3544 | 89.69 | |
| SAINTFamily=Transformer2026.05 | 0.8095 | 82.79 | 0.3541 | 89.89 | |
| DKTFamily=RNN2026.05 | 0.8083 | 82.54 | 0.3548 | 89.7 | |
| ReKTFamily=State2026.05 | 0.8027 | 82.41 | 0.3573 | 89.7 | |
| DKVMNFamily=Memory2026.05 | 0.8003 | 82.17 | 0.359 | 89.34 | |
| Mamba + MBP-KTFamily=State2026.05 | 0.7759 | 81.68 | 0.3654 | 89.31 | |
| MambaFamily=State2026.05 | 0.7664 | 81.38 | 0.368 | 89.26 | |
| AKT + MBP-KTFamily=Transformer2026.05 | 0.7596 | 81.07 | 0.3709 | 89.03 | |
| AKTFamily=Transformer2026.05 | 0.7493 | 81.07 | 0.3733 | 89.11 |