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Knowledge Tracing On Ednet

Metrics

AUC

Results

Performance results of various models on this benchmark

Paper TitleCode
SAINT+0.7914SAINT+: Integrating Temporal Features for EdNet Correctness Prediction
SAINT0.7811Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing
PEBG+DKT0.7765Improving Knowledge Tracing via Pre-training Question Embeddings
PEBG+DKVMN0.7757Improving Knowledge Tracing via Pre-training Question Embeddings
DKVMN0.7663SAINT+: Integrating Temporal Features for EdNet Correctness Prediction
DKT0.7638SAINT+: Integrating Temporal Features for EdNet Correctness Prediction
GIKT0.7523GIKT: A Graph-based Interaction Model for Knowledge Tracing
SAKT-SAINT+: Integrating Temporal Features for EdNet Correctness Prediction
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