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Benchmarks
Knowledge Tracing on ASSIST Moderate Cold Start Q=11-15 2009
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85
Set 1 Performance
MAML-KT
76.264
78.532
80.8
83.068
Feb 24, 2026
Set 1 Performance
Set 2 Performance
Set 3 Performance
Set 4 Performance
Set 5 Performance
Updated 1mo ago
Evaluation Results
Method
Method
Links
Set 1 Performance
Set 2 Performance
Set 3 Performance
Set 4 Performance
Set 5 Performance
MAML-KT
Cohort Size=50
2026.02
85
78.4
72
79.6
77.2
MAML-KT
Cohort Size=20
2026.02
82.6
80.9
82.7
82
84.6
SAKT
Cohort Size=50
2026.02
81.3
77.9
70.9
79.3
75.5
MAML-KT
Cohort Size=10
2026.02
79.4
78.1
76.6
71.9
70.5
SAKT
Cohort Size=20
2026.02
77.9
80.5
78
79.1
81.8
DKT
Cohort Size=10
2026.02
76.6
-
-
-
64.7
SAKT
Cohort Size=10
2026.02
-
73.3
72.6
70.4
-
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