Imaging · dataset · 2025
FLAWS
Listed in Hugging Face Datasets
Description
FLAWS: Faults Localization Across Writing in Science FLAWS is a benchmark for evaluating error identification and localization in scientific papers. It currently consists of 713 paper–error examples, including: 265 unique papers with one error inserted using GPT-5 (in ALL_OPENAI.tar.gz) 448 unique papers with one error inserted using Gemini 2.5 Pro (in ALL_GEMINI.tar.gz) The dataset is generated using a systematic, autonomous framework that produces paper–error examples and… See the full description on the dataset page: huggingface.co/datasets/xasayi/FLAWS.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/xasayi/FLAWS ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/xasayi/FLAWS ↗
metadata API · from Hugging Face
Topics
- Stated by source
- document · feature extraction · image · summarization · text · text generation
- From keywords
- Computer Science & AI
Provenance · 1 source records, 14 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | xasayi/FLAWS | 8 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:document | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:feature-extraction | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:summarization | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:text-generation | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |