Imaging · dataset · 2026
KRAFTON/VLM-SubtleBench
Listed in Hugging Face Datasets
Description
VLM-SubtleBench VLM-SubtleBench: How Far Are VLMs from Human-Level Subtle Comparative Reasoning? The ability to distinguish subtle differences between visually similar images is essential for diverse domains such as industrial anomaly detection, medical imaging, and aerial surveillance. While comparative reasoning benchmarks for vision-language models (VLMs) have recently emerged, they primarily focus on images with large, salient differences and fail to capture the nuanced… See the full description on the dataset page: huggingface.co/datasets/KRAFTON/VLM-SubtleBench.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/KRAFTON/VLM-SubtleBench ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2603.07888 arxiv.org/abs/2603.07888 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/KRAFTON/VLM-SubtleBench ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · image to text · visual question answering
- From keywords
- Computer Science & AI
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | KRAFTON/VLM-SubtleBench | 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].hf_modality:image | source · 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[modality].local:modality:imaging | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:image-to-text | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:visual-question-answering | 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 |