worldbench/VideoLucy

[NeurIPS 2025] Deep Memory Backtracking for Long Video Understanding

34
/ 100
Emerging

This tool helps you quickly get answers to specific questions from very long videos, even ones lasting hours. You provide a video and ask questions about its content, and it delivers detailed answers by sifting through all the moments in the recording. It's designed for anyone needing to extract precise information from extensive video archives, like researchers analyzing experimental footage or content creators reviewing documentaries.

Use this if you need to find specific details or answer complex questions from extremely long videos without manually watching every minute.

Not ideal if you're looking for real-time video analysis or if your videos are short and simple to scan yourself.

video-analysis content-review research-assist media-monitoring knowledge-extraction
No Package No Dependents
Maintenance 10 / 25
Adoption 8 / 25
Maturity 13 / 25
Community 3 / 25

How are scores calculated?

Stars

64

Forks

1

Language

Python

License

Apache-2.0

Last pushed

Feb 10, 2026

Commits (30d)

0

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/llm-tools/worldbench/VideoLucy"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.