Knowledge Tracing on KT-PSP-25 1.0 (test)
67.73AUCSTATUSKT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| STATUSKTBackbone=stableKT2025.11 | 67.73 | 74.21 | |
| stableKTFramework Setting=Baseline2025.11 | 67.35 | 73.45 | |
| STATUSKTBackbone=simpleKT2025.11 | 66.39 | 74.59 | |
| stableKTFramework Setting=Baseline+PSP2025.11 | 66.35 | 72.19 | |
| STATUSKTBackbone=AKT2025.11 | 66.29 | 74.35 | |
| simpleKTFramework Setting=Baseline2025.11 | 65.91 | 73.93 | |
| AKTFramework Setting=Baseline2025.11 | 65.24 | 73.96 | |
| simpleKTFramework Setting=Baseline+PSP2025.11 | 64.65 | 72.88 | |
| AKTFramework Setting=Baseline+PSP2025.11 | 64.57 | 73.3 | |
| robustKTFramework Setting=Baseline+PSP2025.11 | 64.43 | 72.88 | |
| STATUSKTBackbone=robustKT2025.11 | 64.19 | 73.94 | |
| STATUSKTBackbone=SAINT2025.11 | 64.01 | 73.77 | |
| robustKTFramework Setting=Baseline2025.11 | 63.73 | 73.7 | |
| SAINTFramework Setting=Baseline+PSP2025.11 | 62.3 | 73.26 | |
| STATUSKTBackbone=DKVMN2025.11 | 62.2 | 74.1 | |
| SAINTFramework Setting=Baseline2025.11 | 62.01 | 72.34 | |
| STATUSKTBackbone=DKT+2025.11 | 62 | 72.47 | |
| STATUSKTBackbone=DKT2025.11 | 61.97 | 72.35 | |
| DKT+Framework Setting=Baseline2025.11 | 61.92 | 72.26 | |
| DKT+Framework Setting=Baseline+PSP2025.11 | 61.69 | 72.33 | |
| DKTFramework Setting=Baseline2025.11 | 61.65 | 72.19 | |
| DKTFramework Setting=Baseline+PSP2025.11 | 61.35 | 72.09 | |
| SAKTFramework Setting=Baseline+PSP2025.11 | 60.74 | 73.85 | |
| DKVMNFramework Setting=Baseline2025.11 | 60.49 | 72.92 | |
| STATUSKTBackbone=SKVMN2025.11 | 60.4 | 72.57 | |
| SKVMNFramework Setting=Baseline+PSP2025.11 | 60.37 | 73.35 | |
| DKVMNFramework Setting=Baseline+PSP2025.11 | 60.01 | 73.59 | |
| SKVMNFramework Setting=Baseline2025.11 | 58.66 | 71.89 | |
| STATUSKTBackbone=SAKT2025.11 | 58.54 | 73.13 | |
| SAKTFramework Setting=Baseline2025.11 | 58.19 | 72.43 |