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Performance Evaluation in Multimedia Retrieval

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-1-4615-5661-9_11openalex-snapshot
Building a Large Multilingual Test Collection from Comparable News Documents
inferredcites →https://doi.org/10.1007/978-3-030-05710-7_26openalex-snapshot
A Test Collection for Interactive Lifelog Retrieval
inferredcites →https://doi.org/10.1007/978-3-030-05710-7_29openalex-snapshot
V3C – A Research Video Collection
inferredcites →https://doi.org/10.1007/978-3-030-22948-1openalex-snapshot
Information Retrieval Evaluation in a Changing World
inferredcites →https://doi.org/10.1007/978-3-030-22948-1_2openalex-snapshot
The Evolution of Cranfield
inferredcites →https://doi.org/10.1007/978-3-030-67835-7_33openalex-snapshot
A System for Interactive Multimedia Retrieval Evaluations
inferredcites →https://doi.org/10.1007/978-3-030-98358-1_16openalex-snapshot
A Task Category Space for User-Centric Comparative Multimedia Search Evaluations
inferredcites →https://doi.org/10.1007/978-3-031-27077-2_42openalex-snapshot
Marine Video Kit: A New Marine Video Dataset for Content-Based Analysis and Retrieval
inferredcites →https://doi.org/10.1007/978-3-031-42448-9_25openalex-snapshot
Overview of the ImageCLEF 2023: Multimedia Retrieval in Medical, Social Media and Internet Applications
inferredcites →https://doi.org/10.1007/978-3-319-68474-1_23openalex-snapshot
Visual Analytics and Similarity Search: Concepts and Challenges for Effective Retrieval Considering Users, Tasks, and Data
inferredcites →https://doi.org/10.1007/978-3-540-72895-5openalex-snapshot
Multimedia Retrieval
inferredcites →https://doi.org/10.1007/s00530-023-01143-5openalex-snapshot
Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS
inferredcites →https://doi.org/10.1007/s13735-021-00225-2openalex-snapshot
Interactive video retrieval evaluation at a distance: comparing sixteen interactive video search systems in a remote setting at the 10th Video Browser Showdown
inferredcites →https://doi.org/10.1007/s13735-024-00325-9openalex-snapshot
Interactive multimodal video search: an extended post-evaluation for the VBS 2022 competition
inferredcites →https://doi.org/10.1016/s0306-4573(00)00053-4openalex-snapshot
The TREC interactive track: an annotated bibliography
inferredcites →https://doi.org/10.1108/eb026547openalex-snapshot
THE ABERYSTWYTH INDEX LANGUAGES TEST
inferredcites →https://doi.org/10.1108/eb026726openalex-snapshot
ASK FOR INFORMATION RETRIEVAL: PART II. RESULTS OF A DESIGN STUDY
inferredcites →https://doi.org/10.1108/eb050097openalex-snapshot
The CRANFIELD TESTS ON INDEX LANGUAGE DEVICES
inferredcites →https://doi.org/10.1109/access.2023.3248284openalex-snapshot
Comparing Interactive Retrieval Approaches at the Lifelog Search Challenge 2021
inferredcites →https://doi.org/10.1109/cbmi.2019.8877397openalex-snapshot
Video Browser Showdown 2012-2019: A Review
inferredcites →https://doi.org/10.1109/mmul.2008.21openalex-snapshot
VideOlympics: Real-Time Evaluation of Multimedia Retrieval Systems
inferredcites →https://doi.org/10.1109/mmul.2014.56openalex-snapshot
A User-Centric Media Retrieval Competition: The Video Browser Showdown 2012-2014
inferredcites →https://doi.org/10.1109/mmul.2021.3066779openalex-snapshot
On the User-Centric Comparative Remote Evaluation of Interactive Video Search Systems
inferredcites →https://doi.org/10.1109/tmm.2006.886275openalex-snapshot
A Learned Lexicon-Driven Paradigm for Interactive Video Retrieval
inferredcites →https://doi.org/10.1109/tmm.2018.2830110openalex-snapshot
On Influential Trends in Interactive Video Retrieval: Video Browser Showdown 2015–2017
inferredcites →https://doi.org/10.1145/1178677.1178722openalex-snapshot
Evaluation campaigns and TRECVid
inferredcites →https://doi.org/10.1145/1348246.1348248openalex-snapshot
Image retrieval
inferredcites →https://doi.org/10.1145/3295663openalex-snapshot
Interactive Search or Sequential Browsing? A Detailed Analysis of the Video Browser Showdown 2018
inferredcites →https://doi.org/10.1145/3429457openalex-snapshot
Interactive Search vs. Automatic Search
inferredcites →https://doi.org/10.1145/3444685.3450215openalex-snapshot
10 years of video browser showdown
inferredcites →https://doi.org/10.1145/3445031openalex-snapshot
Is the Reign of Interactive Search Eternal? Findings from the Video Browser Showdown 2020
inferredcites →https://doi.org/10.1145/3446209openalex-snapshot
Lifelog Image Retrieval Based on Semantic Relevance Mapping
inferredcites →https://doi.org/10.1145/3512527.3531439openalex-snapshot
Introduction to the Fifth Annual Lifelog Search Challenge, LSC'22
inferredcites →https://doi.org/10.1145/3552467.3554797openalex-snapshot
An Asynchronous Scheme for the Distributed Evaluation of Interactive Multimedia Retrieval
inferredcites →https://doi.org/10.1145/3581783.3612829openalex-snapshot
The ACM Multimedia 2023 Deep Video Understanding Grand Challenge
inferredcites →https://doi.org/10.1145/3591106.3592304openalex-snapshot
Introduction to the Sixth Annual Lifelog Search Challenge, LSC’23
inferredcites →https://doi.org/10.1145/3628797.3628940openalex-snapshot
News Event Retrieval from Large Video Collection in Ho Chi Minh City AI Challenge 2023
inferredcites →https://doi.org/10.1145/3652583.3658891openalex-snapshot
Introduction to the Seventh Annual Lifelog Search Challenge, LSC'24
inferredcites →https://doi.org/10.2200/s00368ed1v01y201105icr019openalex-snapshot
Information Retrieval Evaluation
inferredcites →https://doi.org/10.48550/arxiv.2008.00744openalex-snapshot
The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020)
inferredcites →https://doi.org/10.48550/arxiv.2405.04279openalex-snapshot
Task Presentation and Human Perception in Interactive Video Retrieval

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-032-06069-3_12openalex-snapshot
Experimental Evaluation Of Static Image Sub-Region-Based Search Models Using CLIP
inferred← citeshttps://doi.org/10.1007/978-3-032-06069-3_9openalex-snapshot
Dynamic Sub-region Search In Homogeneous Collections Using CLIP
inferred← citeshttps://doi.org/10.1007/978-981-92-2590-3_37openalex-snapshot
Fusurge: An Accelerated Query-Driven System for Multimodal Information Retrieval
inferred← citeshttps://doi.org/10.1007/978-981-95-6963-2_26openalex-snapshot
NII-UIT at VBS2026: Towards Effective Visual Question Answering for Interactive and Multimodal Video Retrieval
inferred← citeshttps://doi.org/10.1007/978-981-96-4291-5_8openalex-snapshot
Fustar: Divide and Conquer Query in Video Retrieval System
inferred← citeshttps://doi.org/10.1007/978-981-96-7945-4_24openalex-snapshot
An Open-Source Presentation Video Retrieval System Using Transformers
inferred← citeshttps://doi.org/10.1007/s00530-026-02459-8openalex-snapshot
Towards scalable and context-aware multimodal interactive video retrieval
inferred← citeshttps://doi.org/10.1016/j.is.2026.102774openalex-snapshot
A user study on localized sub-region search in homogeneous marine collections
inferred← citeshttps://doi.org/10.1108/pmm-12-2024-0061openalex-snapshot
Performance ranking of metasearch engines based on recall and re-ranking aggregations approach
inferred← citeshttps://doi.org/10.1109/cvprw67362.2025.00354openalex-snapshot
VRAG: Retrieval-Augmented Video Question Answering for Long-Form Videos
inferred← citeshttps://doi.org/10.1109/cvprw67362.2025.00359openalex-snapshot
Can Relevance Feedback, Conversational Search and Foundation Models Work Together for Interactive Video Search and Exploration?
inferred← citeshttps://doi.org/10.1109/cvprw67362.2025.00360openalex-snapshot
AI-Based Video Content Understanding for Automatic and Interactive Multimedia Retrieval
inferred← citeshttps://doi.org/10.1145/3727983openalex-snapshot
Effects of Human Cognition-Inspired Task Presentation on Interactive Video Retrieval
inferred← citeshttps://doi.org/10.1145/3731715.3734579openalex-snapshot
Introduction to the 8th Annual Lifelog Search Challenge, LSC'25
inferred← citeshttps://doi.org/10.1145/3746027.3756877openalex-snapshot
diveXplore - An Open-Source Software for Modern Video Retrieval with Image/Text Embeddings
inferred← citeshttps://doi.org/10.1145/3746027.3760242openalex-snapshot
Overview of the First CASTLE Grand Challenge at ACM Multimedia 2025
inferred← citeshttps://doi.org/10.1145/3805622.3810635openalex-snapshot
What Drove Success at the 15th Video Browser Showdown? A Comprehensive Interaction-Logging Analysis
inferred← citeshttps://doi.org/10.1145/3805622.3810711openalex-snapshot
Evaluating Keyframe Layouts for Visual Known-Item Search in Homogeneous Collections
inferred← citeshttps://doi.org/10.1145/3805622.3811234openalex-snapshot
Introduction to the 9th Annual Lifelog Search Challenge, LSC'26
inferred← citeshttps://doi.org/10.1145/3810984.3819178openalex-snapshot
VISIONE: Redesigning an Interactive Retrieval System for Lifelog Search
inferred← citeshttps://doi.org/10.1145/3810984.3819179openalex-snapshot
Single-shot Vibe-coded Search Tool For Lifelog Data Layer
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