πŸ“Š
results dataset by JCorners
⭐ 59.7
πŸ“Š
Dataset

results

by JCorners jcorners/results
Free2AITools Nexus Index
59.7
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 61
P: Popularity 50
R: Recency 62
Q: Quality 50
Tech Context
Vital Performance —
Source β†’
Data Integrity 59.7 FNI Score
- Size
- Rows
- Tokens
Dataset Information Summary
Entity Passport
Registry ID jcorners/results
Provider huggingface
πŸ“œ

Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset_jcorners_results,
  author = {JCorners},
  title = {results Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/JCorners/results}},
  note = {Accessed via Free2AITools.}
}
APA Style
JCorners. (2026). results [Dataset]. Free2AITools. https://huggingface.co/datasets/JCorners/results

πŸ”¬Technical Deep Dive

Full Specifications [+]

βš–οΈ Free2AITools Nexus Index V2.0

Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 61
Popularity (P) 50
Recency (R) 62
Quality (Q) 50

πŸ’¬ Index Insight

FNI V2.0 for results: Authority (A:61), Popularity (P:50), Recency (R:62), Quality (Q:50). Semantic (S) is a query-time baseline scored live at search.

Free2AITools Nexus Index

Data Sources / Provenance

HuggingFace API GitHub Metadata Arxiv Citation DB Methodology
Open data Updated: Live data
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Downloads
27,256

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Dataset Specification

[!NOTE]
Previously, it was possible to submit model results to MTEB by adding them to the metadata of the model card on huggingface. However, this is no longer possible as we want to ensure that we can match the results with the model implementation. If you want to add your model, please follow the guide on how to do so.

This repository contains the results of the embedding benchmark evaluated using the package mteb.

Reference
🦾 Leaderboard An up to date leaderboard of embedding models
πŸ“š mteb Guides and instructions on how to use mteb, including running, submitting scores, etc.
πŸ™‹ Questions Questions about the results
πŸ™‹ Issues Issues or bugs you have found

Social Proof

HuggingFace Hub
27.3KDownloads
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πŸ€— Data Source: Hugging Face β†—
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Source summary: Based on Hugging Face metadata. Not a recommendation.

πŸ“Š FNI Methodology πŸ“š Knowledge Baseℹ️ Verify with original source

πŸ›‘οΈ Dataset Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

πŸ†” Identity & Source

id
hf-dataset--jcorners--results
slug
jcorners--results
source
huggingface
author
JCorners
tags
region:us

πŸ“Š Engagement & Metrics

downloads
27,256

Data indexed from public sources. Updated daily.