Datasets

Explore datasets that are relevant to K-12 education

Bridge

Stanford University

Online math tutoring conversations annotated for type of mistake and strategy for correction.

Tutoring
Human transcript
Tabular
CC BY-NC 4.0
left

DrawEduMath

Worcester Polytechnic Institute and University of California Berkeley

Hand-drawn responses to math problems annotated with QA pairs about the students' work.

Grading science/math
AI transcript
Image
Tabular
CC BY-NC-SA 4.0
left

EssayJudge

The Hong Kong University of Science and Technology

Short argumentative essays describing math or science charts annotated for lexical quality.

Grading science/math
Image
Tabular
Apache-2.0
left

FairytaleQA

University of California, Irvine

Fairytale excerpts with QA pairs categorized into one of seven narrative elements.

Grading writing
Tabular
Apache-2.0
left

Grade School Math (GSM8k)

OpenAI

8.5k multi-step, grade-school math word problems with solutions.

Math/science reasoning
Tabular
MIT
left

MRBench

Mohamed bin Zayed University of Artificial Intelligence

Math tutoring dialogues with LLM responses annotated across eight pedagogical dimensions.

Tutoring
AI transcript
Human transcript
Tabular
CC BY-SA 4.0
left

SciQ

Allen Institute for Artificial Intelligence

13.7k multiple-choice science questions with supporting text, response choices, and correct answer.

Math/science reasoning
Tabular
CC BY-NC 3.0
left

SemEval

ACL-SIGLEX

Short-answer science questions with graded responses.

Grading science/math
Tabular
CC BY-SA 3.0
left

TalkMoves

University of Colorado Boulder

Classroom transcripts labeled for discursive moves.

Studying classrooms
Human transcript
Tabular
CC BY-NC-SA 4.0
left

Stay updated

Keep informed on the future developments of the K-12 AI Infrastructure Program with our newsletter

Photo by Allison Shelley for EDUimages · Photo by Allison Shelley for the Alliance for Excellent Education · Photo by Mart Production via Pexels · Photo by Allison Shelley / The Verbatim Agency for EDUimages · Photo by Allison Shelley for American Education