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Benchmarks
Knowledge Tracing on ASSIST Critical Cold Start 2009 Q=3-10
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81.1
Performance Score (Set 1)
MAML-KT
70.388
73.169
75.95
78.731
Feb 24, 2026
Performance Score (Set 1)
Performance Score (Set 2)
Performance Score (Set 3)
Performance Score (Set 4)
Performance Score (Set 5)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Performance Score (Set 1)
Performance Score (Set 2)
Performance Score (Set 3)
Performance Score (Set 4)
Performance Score (Set 5)
MAML-KT
Cohort Size=20
2026.02
81.1
76.8
81
75.5
81.9
MAML-KT
Cohort Size=50
2026.02
80.1
77.8
74.4
77.1
77.5
SAKT
Cohort Size=50
2026.02
77.9
76.7
71.7
73.9
76.7
MAML-KT
Cohort Size=10
2026.02
75.3
75.9
72.3
67.2
66.8
DKT
Cohort Size=10
2026.02
72
-
-
-
-
SAKT
Cohort Size=20
2026.02
70.8
76.2
76.9
74
80.3
SAKT
Cohort Size=10
2026.02
-
68.1
68.8
63.9
61.6
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