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Knowledge Tracing
Knowledge Tracing On Ednet
Knowledge Tracing On Ednet
Metrics
AUC
Results
Performance results of various models on this benchmark
Columns
Model Name
AUC
Paper Title
Repository
PEBG+DKVMN
0.7757
Improving Knowledge Tracing via Pre-training Question Embeddings
-
SAINT
0.7811
Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing
-
SAKT
-
SAINT+: Integrating Temporal Features for EdNet Correctness Prediction
-
DKT
0.7638
SAINT+: Integrating Temporal Features for EdNet Correctness Prediction
-
GIKT
0.7523
GIKT: A Graph-based Interaction Model for Knowledge Tracing
-
PEBG+DKT
0.7765
Improving Knowledge Tracing via Pre-training Question Embeddings
-
SAINT+
0.7914
SAINT+: Integrating Temporal Features for EdNet Correctness Prediction
-
DKVMN
0.7663
SAINT+: Integrating Temporal Features for EdNet Correctness Prediction
-
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