Data · dataset · 2022
Visual Spatial Reasoning
Listed in Hugging Face Datasets
The Visual Spatial Reasoning (VSR) corpus is a collection of caption-image pairs with true/false labels.
Description
Each caption describes the spatial relation of two individual objects in the image, and a vision-language model (VLM) needs to judge whether the caption is correctly describing the image (True) or not (False).
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/juletxara/visual-spatial-reasoning ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2205.00363 arxiv.org/abs/2205.00363 ↗
publication · from Hugging Face
- arXiv:1908.03557 arxiv.org/abs/1908.03557 ↗
publication · from Hugging Face
- arXiv:1908.07490 arxiv.org/abs/1908.07490 ↗
publication · from Hugging Face
- arXiv:2102.03334 arxiv.org/abs/2102.03334 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/juletxara/visual-spatial-reasoning ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image classification
- From keywords
- Computer Science & AI
- Inferred from text
- Image 75%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | juletxara/visual-spatial-reasoning | 12 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 (75%) |
| concepts[task].hf_task:image-classification | 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 |