Knowledge Tracing on EdNet-KT1 (test)
0.7951AUCUKT + MBP-KT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| UKT + MBP-KTFamily=Transformer2026.05 | 0.7951 | 72.02 | 0.4328 | 75.44 | |
| ReKT + MBP-KTFamily=State2026.05 | 0.7837 | 70.74 | 0.4355 | 73.29 | |
| SAINT + MBP-KTFamily=Transformer2026.05 | 0.7809 | 70.69 | 0.438 | 73.6 | |
| DKT + MBP-KTFamily=RNN2026.05 | 0.7768 | 70.56 | 0.4413 | 74.36 | |
| DKVMN + MBP-KTFamily=Memory2026.05 | 0.7744 | 70.63 | 0.441 | 73.79 | |
| Mamba + MBP-KTFamily=State2026.05 | 0.7733 | 70.62 | 0.441 | 74.61 | |
| UKTFamily=Transformer2026.05 | 0.7645 | 69.38 | 0.4458 | 72.35 | |
| ReKTFamily=State2026.05 | 0.7579 | 69.22 | 0.4478 | 71.43 | |
| SAINTFamily=Transformer2026.05 | 0.7564 | 69.12 | 0.4486 | 71.66 | |
| DKVMNFamily=Memory2026.05 | 0.7521 | 68.59 | 0.4507 | 71.68 | |
| DKTFamily=RNN2026.05 | 0.7515 | 68.06 | 0.4514 | 71.35 | |
| AKT + MBP-KTFamily=Transformer2026.05 | 0.7402 | 67.77 | 0.4545 | 73.45 | |
| MambaFamily=State2026.05 | 0.7054 | 65.56 | 0.4667 | 70.37 | |
| AKTFamily=Transformer2026.05 | 0.6998 | 64.99 | 0.4701 | 70.65 |