food101 — Dataset Trust & Quality Analysis 2026
food101 is a dataset by ethz with Nerq Trust Score 56/100 (D). Verdict: caution. This asset has moderate trust signals. Review before using in production.
food101 is a dataset by ethz with a Nerq Trust Score of 56/100 (Grade D). Verdict: CAUTION. 15.3K downloads. License: Not specified. Last analyzed February 2026.
56
Trust Score
D
Grade
15.3K
Downloads
123
Stars
About This Dataset
ethz/food101
Dataset Details
| Author | ethz |
|---|---|
| Source | HuggingFace |
| License | Not specified |
| Tags | task_categories:image-classification, task_ids:multi-class-image-classification, annotations_creators:crowdsourced, language_creators:crowdsourced, multilinguality:monolingual, source_datasets:extended|other-foodspotting, language:en, license:unknown, size_categories:100K<n<1M, format:parquet |
| Language | Not specified |
| Downloads | 15,319 |
Quality & Trust Analysis
| Security Score | Pending/100 |
|---|---|
| Activity Score | Pending/100 |
| Documentation | Pending/100 |
| Popularity | Pending/100 |
| EU AI Act Class | Pending |
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| wikitext | 850.4K | 59 |
Frequently Asked Questions
Is food101 safe to use?
food101 has a Nerq Trust Score of 56/100 (Grade D). Verdict: caution. Always check the license and data provenance before using in production.
What license is food101?
License: Not specified. Verify the license terms on HuggingFace before commercial use.
How popular is food101?
food101 has 15.3K downloads and 123 stars on HuggingFace, indicating moderate community adoption.
Who maintains food101?
food101 is maintained by ethz. Activity score: pending/100.
Disclaimer: Nerq trust scores are automated assessments. Not endorsements.