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Benchmarks
Knowledge Tracing on ASSIST Critical Cold Start 2017 Q=3-10
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75.7
Performance Score (Set 1)
MAML-KT
62.18
65.69
69.2
72.71
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
75.7
72.1
71.9
65.1
67.6
MAML-KT
Cohort Size=50
2026.02
71.9
67.6
74
65.1
67.6
SAKT
Cohort Size=20
2026.02
71.3
75.8
76.3
-
74.2
DKVMN
Cohort Size=50
2026.02
71.2
-
71.5
64.9
66.1
MAML-KT
Cohort Size=10
2026.02
67.4
71.9
72.9
70.6
71.7
SAKT
Cohort Size=10
2026.02
62.7
69.9
66.5
68.2
66.3
DKT
Cohort Size=20
2026.02
-
-
-
74.7
-
DKT
Cohort Size=50
2026.02
-
66.6
-
-
-
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