metadata
language:
- en
license: mit
task_categories:
- text-classification
pretty_name: Educational & Quality Classifier Stress Test (16 Samples)
size_categories:
- n<1K
Educational & Quality Classifier Stress Test (16 Docs)
A lightweight 16-sample synthetic stress-test benchmark designed to test the floor and ceiling behavior of educational and text quality classifiers (e.g. TinyBERT FineWeb-Edu classifiers, DistilBERT, BERT-109M).
Dataset Structure
Each record contains:
label: Name of the specific test case (e.g.casino_spam,stack_trace,thin_content,wikipedia_style)text: The raw document text
Overview of Test Cases
- Junk:
casino_spam,spam_ads,corrupted_binary,keyword_stuffing,stack_trace,broken_html_dump - Filler:
listicle_filler,auto_generated_filler - Mediocre:
blog_post_med - Educational:
detailed_lesson,basic_tutorial,research_summary,wikipedia_style,comprehensive_guide,textbook_explanation,thin_content
Context
Published for testing and reproducing evaluations from the discussion in qikp/qes#1.