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Knowledge Tracing On Ednet

Métriques

AUC

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	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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