Imaging · dataset · 2026
IndexTeam/CASTER-Bench
Listed in Hugging Face Datasets
Description
CASTER-Bench CASTER-Bench is a human-annotated multimodal benchmark for Community-Aware Assessment of Social Textual Engagement and Resonance (CASTER) — a task that evaluates whether User-Generated Content (UGC) achieves positive community resonance, going beyond traditional aesthetic-focused Video Quality Assessment (VQA). This benchmark is introduced in the ACL 2026 paper: "Community-Aware Assessment of Social Textual Engagement and Resonance: A Human-Centric Perspective… See the full description on the dataset page: huggingface.co/datasets/IndexTeam/CASTER-Bench.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/IndexTeam/CASTER-Bench ↗
Gated (manual) - request access on the dataset page
landing page · request access · from Hugging Face
Documentation and papers
- arXiv:2606.01897 arxiv.org/abs/2606.01897 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/IndexTeam/CASTER-Bench ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · text classification · video · video classification
- From keywords
- Computer Science & AI
- Inferred from text
- Video 75%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | IndexTeam/CASTER-Bench | 7 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].hf_modality:video | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:video | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:text-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:video-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 |