Data · dataset · 2026
SPOT-Bench
Listed in Hugging Face Datasets
SPOT-Bench (NeurIPS 2026 E&D Track) A fully proactive benchmark for streaming video models and interaction models. ⚡ TL;DR: SPOT-Bench requires a streaming model to monitor a live video stream and proactively decide when to respond.
Description
Every prediction across the full video is evaluated using the Timeliness-F1 metric. [!IMPORTANT] Detection tasks (ABD, PNR) are released in full.
For Interaction (SQA, SPG) and Intervention (SI, UI) we release a representative validation set while… See the full description on the dataset page: huggingface.co/datasets/cvml-nus/spot-bench.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/cvml-nus/spot-bench ↗
Gated (auto) - request access on the dataset page
landing page · request access · from Hugging Face
Documentation and papers
- arXiv:2604.24317 arxiv.org/abs/2604.24317 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/cvml-nus/spot-bench ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
- Inferred from text
- Video 75%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | cvml-nus/spot-bench | 15 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:video | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| 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 |