Data · dataset · 2022
MetaShift
Listed in Hugging Face Datasets
The MetaShift is a dataset of datasets for evaluating distribution shifts and training conflicts.
Description
The MetaShift dataset is a collection of 12,868 sets of natural images across 410 classes. It was created for understanding the performance of a machine learning model across diverse data distributions.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/jameszou707/metashift ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2202.06523 arxiv.org/abs/2202.06523 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/jameszou707/metashift ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image classification · other
- From keywords
- Computer Science & AI
- Inferred from text
- Image 65%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | jameszou707/metashift | 14 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].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[task].hf_task:image-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:other | 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 |