Text · dataset · 2026
MMOU
Listed in Hugging Face Datasets
MMOU Massive Multi-Task Omni Understanding and Reasoning Benchmark for Long and Complex Real-World Videos
Description
Project
Page · HuggingFace · Videos (Community Hosted) · Paper · Evaluator MMOU evaluates joint audio-visual understanding and reasoning in long and complex real-world videos. Dataset
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Summary
MMOU is a benchmark for evaluating whether multimodal models can jointly reason over video, speech, sound, music, and long-range temporal context in… See the full description on the dataset page: huggingface.co/datasets/nvidia/MMOU.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/nvidia/MMOU ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2603.14145 arxiv.org/abs/2603.14145 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/nvidia/MMOU ↗
metadata API · from Hugging Face
Topics
- Stated by source
- audio · text · video · video text to text
- From keywords
- Audio · Computer Science & AI · Video
- Inferred from text
- Computer vision and multimedia computation 69%
Provenance · 1 source records, 15 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | nvidia/MMOU | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4603 | 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:audio | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | 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:audio | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['audio'] |
| concepts[modality].local:modality:video | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['video'] |
| concepts[task].hf_task:video-text-to-text | 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 |