Concepedia

Retrieval Evaluation

Retrieval Evaluation is a methodological framework within multimedia retrieval that systematically assesses the effectiveness, efficiency, and robustness of retrieval systems by measuring their performance against standardized benchmarks and metrics.

1.3K

Publications

80.4K

Citations

2.7K

Authors

781

Institutions

Publications per year

2017–2026

177

Parents

Publications

1.3K

Cumulated gain-based evaluation of IR techniques

Kalervo Järvelin, Jaana Kekäläinen · ACM Transactions on Information Systems · 2002 · 4.6K citations

, , +15

The MIR flickr retrieval evaluation

Mark J. Huiskes, Michael S. Lew · 2008 · 1.8K citations

, , +14

Content-based multimedia information retrieval

Michael S. Lew, Nicu Sebe, Chabane Djeraba et al. · ACM Transactions on Multimedia Computing Communications and Applications · 2006 · 1.5K citations

, , +13

Three things everyone should know to improve object retrieval

Relja Arandjelović, Andrew Zisserman · 2012 · 1.4K citations

, , +16

Evaluation campaigns and TRECVid

Alan F. Smeaton, Paul Over, Wessel Kraaij · 2006 · 1.2K citations · Full text

, , +16

1–5 of 1.3K

Authors

2.7K

  1. AF
    Alan F. Smeaton

    Dublin City University, Ireland

    26 publications · 2.2K citations

    18

    h-index

  2. JL
    Jakub Lokoč

    Charles University, Czechia

    20 publications · 902 citations

    18

    h-index

  3. AG
    Alexander G. Hauptmann

    Carnegie Mellon University, United States

    21 publications · 1.5K citations

    17

    h-index

  4. CG
    Cathal Gurrin

    Dublin City University, Ireland

    18 publications · 684 citations

    16

    h-index

  5. HM
    Henning Müller

    HES-SO University of Applied Sciences and Arts Western Switzerland, Switzerland

    22 publications · 1.4K citations

    16

    h-index

1–5 of 2.7K

Institutions

781

  1. Carnegie Mellon University

    Pittsburgh, United States

    29 h-index

    96 publications

    7K citations

  2. Dublin City University

    Dublin, Ireland

    28 h-index

    122 publications

    5.2K citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    26 h-index

    79 publications

    10K citations

  4. National Institute of Standards and Technology

    Gaithersburg, United States

    24 h-index

    50 publications

    5.5K citations

  5. University of Amsterdam

    Amsterdam, The Netherlands

    22 h-index

    102 publications

    8.7K citations

  6. Microsoft (United States)

    Redmond, United States

    19 h-index

    32 publications

    2.2K citations

  7. University of Glasgow

    Glasgow, United Kingdom

    19 h-index

    62 publications

    1.7K citations

  8. Microsoft Research Asia (China)

    Beijing, China

    18 h-index

    42 publications

    5.2K citations

1–8 of 781

Venues

  1. Information Processing & Management

    32 publications · 2.1K citations

    23

    h-index

  2. IEEE Transactions on Multimedia

    23 publications · 1.4K citations

    19

    h-index

  3. Multimedia Tools and Applications

    29 publications · 722 citations

    17

    h-index

  4. 15

    h-index

  5. ACM SIGIR Forum

    17 publications · 523 citations

    14

    h-index

1–5