Text · dataset · 2022
mteb/stsbenchmark-sts
Listed in Hugging Face Datasets
Description
STSBenchmark An MTEB dataset Massive Text Embedding Benchmark Semantic Textual Similarity Benchmark (STSbenchmark) dataset. Task category t2t Domains Blog, News, Written Reference github.com/PhilipMay/stsb-multi-mt/ How to evaluate on this task You can evaluate an embedding model on this dataset using the following code: import mteb task = mteb.get_tasks(["STSBenchmark"]) evaluator = mteb.MTEB(task) model = mteb.get_model(YOUR_MODEL)… See the full description on the dataset page: huggingface.co/datasets/mteb/stsbenchmark-sts.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/mteb/stsbenchmark-sts ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2502.13595 arxiv.org/abs/2502.13595 ↗
publication · from Hugging Face
- arXiv:2210.07316 arxiv.org/abs/2210.07316 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/mteb/stsbenchmark-sts ↗
metadata API · from Hugging Face
Topics
- Stated by source
- sentence similarity · text
- From keywords
- Computer Science & AI · Text
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | mteb/stsbenchmark-sts | 10 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:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:text | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['text'] |
| concepts[task].hf_task:sentence-similarity | 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_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| 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 |