Knowledge Tracing
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
84.13AUC
12
May 8, 2026
78.7AUC
12
May 8, 2026
0.776AUC
12
May 8, 2026
0.826AUC
12
May 8, 2026
0.806AUC
12
Feb 26, 2026
86.1AUC
10
Feb 26, 2026
93.4AUC
10
Feb 26, 2026
0.707AUC
9
Jun 15, 2026
75.79AUC
9
Jun 15, 2026
83.25AUC
9
Jun 15, 2026
84.5KT Performance (ASSIST CCS Q=3-10)
9
Mar 4, 2026
0.42RMSE
9
Feb 26, 2026
0.422RMSE
9
Feb 26, 2026
0.421RMSE
9
Feb 26, 2026
0.422RMSE
9
Feb 26, 2026
0.77AUC
9
Feb 26, 2026
0.592NLL
8
Jun 15, 2026
0.552NLL
8
Jun 15, 2026
0.593NLL
8
Jun 15, 2026
0.326NLL
8
Jun 15, 2026
35.51Error Rate
8
Feb 26, 2026
38.71Error Rate
8
Feb 26, 2026
68Accuracy (ACC)
7
Apr 14, 2026
85.74AUC
7
Apr 14, 2026
72.5Set 1 Score
6
Mar 4, 2026