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Evaluating Multimedia and Language Tasks.
Ian Soboroff1, George Awad1,2, Asad Butt1,3
1Retrieval Group, Information Access Division, Information Technology Laboratory, National Institute of Standards and Technology, Gaithersburg, MD, United States.
Frontiers in Artificial Intelligence
|March 18, 2021
Summary
The National Institute of Standards and Technology (NIST) Retrieval Group has focused on information access tasks since 1989. TREC Video Distribution (TRECVID) evaluations, started in 2001, aim to advance multimedia search technology.
Area of Science:
- Information Science
- Computer Science
- Multimedia Systems
Background:
- The National Institute of Standards and Technology (NIST) Retrieval Group has a long-standing mission focused on evaluating information access tasks.
- These tasks encompass textual and multimedia search, question answering, and comprehension.
- The Text Retrieval Conference (TREC) successfully advanced text and web search technology.
Purpose of the Study:
- To drive the advancement of content-based search technology for multimedia data.
- To establish a benchmark for evaluating multimedia information access capabilities.
- To mirror the success of the Text Retrieval Conference (TREC) in the multimedia domain.
Main Methods:
- Initiation of the TREC Video Distribution (TRECVID) evaluations in 2001.
- Focus on evaluating multimedia search and understanding tasks.
- Leveraging the established framework of the Text Retrieval Conference (TREC).
Main Results:
- TRECVID has become a key evaluation for multimedia information access.
- It fosters innovation in content-based multimedia search.
- The evaluations provide a standardized method for assessing multimedia retrieval systems.
Conclusions:
- The TRECVID evaluations have been instrumental in advancing multimedia search technology.
- The initiative successfully extended the impact of TREC to the multimedia domain.
- Continued evaluation is crucial for future progress in multimedia information access.


