| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Assistments 2009 | RAG-KTDeepSeek-R1 | AUC0.8574 | 53 | 21d ago | |
| Junyi | MAGE-KT | ACC90.33 | 37 | 21d ago | |
| ASSIST12 | PLKT | AUC78.49 | 37 | 21d ago | |
| ASSIST09 (test) | UKT + MBP-KT | AUC81.75 | 35 | 22d ago | |
| Assistments public benchmark 2009-2010 | MAGE-KT | AUC0.8789 | 35 | 3mo ago | |
| KT-PSP-25 1.0 (test) | STATUSKT | AUC67.73 | 30 | 3mo ago | |
| Algebra 05 | PLKT | AUC0.9645 | 25 | 21d ago | |
| Codeforces | LR | AUC0.701 | 24 | 3mo ago | |
| POJ | TabICL | AUC79.8 | 24 | 3mo ago | |
| DBE-KT22 | Accuracy97.57 | 24 | 1mo ago | ||
| ASSISTments 2017 | FlatFormer | AUC0.785 | 22 | 26d ago | |
| EdNet-500 (test) | AKT | AUC0.81 | 21 | 3mo ago | |
| DBE-KT22 (test) | AKT | AUC79.8 | 21 | 3mo ago | |
| XES3G5M | BAIM | AUC83.21 | 20 | 1mo ago | |
| EdNet | FlatFormer | AUC0.846 | 18 | 3mo ago | |
| EdNet 1.0 (test) | SAINT | AUC78.11 | 17 | 3mo ago | |
| milkT (test) | ACC Wrong35.65 | 16 | 3mo ago | ||
| NIPS34 | BAIM | AUC80.36 | 15 | 1mo ago | |
| XSE3G5M (test) | UKT + MBP-KT | AUC0.8188 | 14 | 22d ago | |
| EdNet-KT1 (test) | UKT + MBP-KT | AUC0.7951 | 14 | 22d ago | |
| Statics 2011 | MAGE-KT | Accuracy87.29 | 14 | 3mo ago | |
| Bridge06 | PLKT | Accuracy86.53 | 13 | 21d ago | |
| EdNet | SparseKT | AUC0.7365 | 12 | 26d ago | |
| Comp | SparseKT | AUC0.8263 | 12 | 26d ago | |
| Database | SparseKT | AUC84.22 | 12 | 26d ago |
