Table · dataset · 2024
longvideobench
Listed in Hugging Face Datasets
Dataset Card for LongVideoBench Large multimodal models (LMMs) are handling increasingly longer and more complex inputs.
Description
However, few public benchmarks are available to assess these advancements. To address this, we introduce LongVideoBench, a question-answering benchmark with video-language interleaved inputs up to an hour long.
It comprises 3,763 web-collected videos with subtitles across diverse themes, designed to evaluate LMMs on long-term multimodal understanding. The… See the full description on the dataset page: huggingface.co/datasets/longvideobench/LongVideoBench.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/longvideobench/LongVideoBench ↗
Gated (auto) - request access on the dataset page
landing page · request access · from Hugging Face
Documentation and papers
- arXiv:2407.15754 arxiv.org/abs/2407.15754 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/longvideobench/LongVideoBench ↗
metadata API · from Hugging Face
Topics
- Stated by source
- multiple choice · tabular · text · visual question answering
- From keywords
- Computer Science & AI
- Inferred from text
- Machine learning 69%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | longvideobench/LongVideoBench | 8 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4611 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (69%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:tabular | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:multiple-choice | 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 |