Datasets › EdNet

EdNet

Introduced by Youngduck Choi et al. in EdNet: A Large-Scale Hierarchical Dataset in Education archive 2025-07-28

A large-scale hierarchical dataset of diverse student activities collected by Santa, a multi-platform self-study solution equipped with artificial intelligence tutoring system. EdNet contains 131,441,538 interactions from 784,309 students collected over more than 2 years, which is the largest among the ITS datasets released to the public so far.

Source: EdNet: A Large-Scale Hierarchical Dataset in Education

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Knowledge Tracing EdNet SAINT+ AUC 0.7914 SAINT+: Integrating Temporal Features for EdNet... arshadshk/SAINT-pytorch +3 8 Compare

Papers archive 2025-07-28

4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 43. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Improving Knowledge Tracing via Pre-training Question Embeddings 1 2 9 Dec 2020 ran 0 of 1 samples (1 unverified; 1 pointer-only for licence)
SAINT+: Integrating Temporal Features for EdNet Correctness Prediction 4 4 19 Oct 2020 ran 3 of 3 samples (0 unverified; 3 pointer-only for licence)
GIKT: A Graph-based Interaction Model for Knowledge Tracing 4 1 13 Sep 2020 not harvested
Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing 5 1 14 Feb 2020 ran 3 of 3 samples (0 unverified; 3 pointer-only for licence)

Dataset loaders archive 2025-07-28

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

License archive 2025-07-28

CC BY-NC 4.0

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • EdNet

1 variant name, as the archive lists them.

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