Concepedia

Evaluation Benchmarks

Evaluation Benchmarks is a standardized point of reference in the form of a dataset, metric, task, or methodological framework against which the performance, validity, or generalizability of recommender systems is systematically assessed and compared within academic evaluation contexts.

1.4K

Publications

153K

Citations

5.5K

Authors

1.4K

Institutions

Publications per year

2017–2026

706

Parents

Publications

1.4K

Evaluating collaborative filtering recommender systems

Jonathan L. Herlocker, Joseph A. Konstan, Loren Terveen et al. · ACM Transactions on Information Systems · 2004 · 5.8K citations

, , +13

Two-Stream Convolutional Networks for Action Recognition in Videos

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 5.4K citations · Full text

, , +16

Deep Face Recognition

Omkar Parkhi, Andrea Vedaldi, Andrew Zisserman · 2015 · 5.1K citations · Full text

, , +11

The PARSEC benchmark suite

Christian Bienia, Sanjeev Kumar, Jaswinder Pal Singh et al. · 2008 · 3.4K citations

, , +17

DeepPose: Human Pose Estimation via Deep Neural Networks

Alexander Toshev, Christian Szegedy · 2014 · 3.3K citations · Full text

, , +12

1–5 of 1.4K

Authors

5.5K

  1. LL
    Liang Lin

    Sun Yat-sen University, China

    8 publications · 1.3K citations

    8

    h-index

  2. HL
    Huchuan Lu

    Dalian University of Technology, China

    8 publications · 1.2K citations

    8

    h-index

  3. SK
    Suha Kwak

    Pohang University of Science and Technology, South Korea

    6 publications · 695 citations

    6

    h-index

  4. YC
    Yejin Choi

    University of Washington, United States

    5 publications · 1.2K citations

    5

    h-index

  5. LZ
    Lei Zhang

    Hong Kong Polytechnic University, Hong Kong SAR China

    5 publications · 1.1K citations

    5

    h-index

1–5 of 5.5K

Institutions

1.4K

  1. Google (United States)

    Mountain View, United States

    20 h-index

    79 publications

    105.9K citations

  2. Tsinghua University

    Beijing, China

    19 h-index

    73 publications

    11K citations

  3. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    17 h-index

    44 publications

    3.4K citations

  4. University of Washington

    Seattle, United States

    16 h-index

    59 publications

    5.6K citations

  5. The University of Texas at Austin

    Austin, United States

    16 h-index

    55 publications

    2.3K citations

  6. Stanford University

    Stanford, United States

    16 h-index

    29 publications

    3.5K citations

  7. Chinese Academy of Sciences

    Beijing, China

    16 h-index

    69 publications

    3K citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    16 h-index

    60 publications

    5.5K citations

1–8 of 1.4K

Venues

  1. arXiv (Cornell University)

    Repository · 181 publications · 22.8K citations

    56

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 19 publications · 1.8K citations

    15

    h-index

  3. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 15 publications · 2.3K citations

    14

    h-index

  4. 13

    h-index

  5. 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

    Conference · 11 publications · 472 citations

    11

    h-index

1–5