Knowledge Tracing On Ednet

指标

AUC

结果

各模型在此基准测试上的性能结果

		论文标题	代码
SAINT+	0.7914	SAINT+: Integrating Temporal Features for EdNet Correctness Prediction
SAINT	0.7811	Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing
PEBG+DKT	0.7765	Improving Knowledge Tracing via Pre-training Question Embeddings
PEBG+DKVMN	0.7757	Improving Knowledge Tracing via Pre-training Question Embeddings
DKVMN	0.7663	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
SAKT	-	SAINT+: Integrating Temporal Features for EdNet Correctness Prediction

0 of 8 row(s) selected.

Knowledge Tracing On Ednet

指标

AUC

结果

各模型在此基准测试上的性能结果

		论文标题	代码
SAINT+	0.7914	SAINT+: Integrating Temporal Features for EdNet Correctness Prediction
SAINT	0.7811	Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing
PEBG+DKT	0.7765	Improving Knowledge Tracing via Pre-training Question Embeddings
PEBG+DKVMN	0.7757	Improving Knowledge Tracing via Pre-training Question Embeddings
DKVMN	0.7663	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
SAKT	-	SAINT+: Integrating Temporal Features for EdNet Correctness Prediction

0 of 8 row(s) selected.