Datasets › EdNet
EdNet
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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| 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.
| Date | Samples 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
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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