Concepedia

Benchmark Datasets

Benchmark Datasets is a reference collection of data instances and associated annotations or ground truth that serves as a standardized basis for systematically evaluating, comparing, and advancing the performance of information retrieval systems across consistent experimental conditions.

19.6K

Publications

1.6M

Citations

52.9K

Authors

6.4K

Institutions

Publications per year

2017–2026

15K

Variants

Benchmark Data

Parents

Publications

19.6K

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

, , +13

Pyramid Scene Parsing Network

Hengshuang Zhao, Jianping Shi, Xiaojuan Qi et al. · 2017 · 15.5K citations

, , +8

Momentum Contrast for Unsupervised Visual Representation Learning

Kaiming He, Haoqi Fan, Yuxin Wu et al. · 2020 · 12K citations

, , +12

The Cityscapes Dataset for Semantic Urban Scene Understanding

Marius Cordts, Mohamed Omran, Sebastian Ramos et al. · 2016 · 11.9K citations

, , +15

UFBoot2: Improving the Ultrafast Bootstrap Approximation

Diep Thi Hoang, Olga Chernomor, Arndt von Haeseler et al. · Molecular Biology and Evolution · 2017 · 11K citations · Full text

, , +17

1–5 of 19.6K

Authors

52.9K

  1. DT
    Dacheng Tao

    The University of Sydney, Australia

    67 publications · 5.1K citations

    36

    h-index

  2. MY
    Ming–Hsuan Yang

    University of California, Merced, United States

    51 publications · 18.3K citations

    36

    h-index

  3. CS
    Chunhua Shen

    The University of Adelaide, Australia

    41 publications · 5.3K citations

    30

    h-index

  4. FN
    Feiping Nie

    Northwestern Polytechnical University, China

    49 publications · 4.9K citations

    30

    h-index

  5. HL
    Huchuan Lu

    Dalian University of Technology, China

    31 publications · 6K citations

    28

    h-index

1–5 of 52.9K

Institutions

6.4K

  1. Chinese Academy of Sciences

    Beijing, China

    106 h-index

    1.3K publications

    116.8K citations

  2. Tsinghua University

    Beijing, China

    104 h-index

    1.2K publications

    130.5K citations

  3. Nanyang Technological University

    Singapore, Singapore

    86 h-index

    669 publications

    68.5K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    84 h-index

    522 publications

    63K citations

  5. Peking University

    Beijing, China

    83 h-index

    723 publications

    53.7K citations

  6. Google (United States)

    Mountain View, United States

    80 h-index

    542 publications

    155.7K citations

  7. University of Chinese Academy of Sciences

    Beijing, China

    80 h-index

    803 publications

    64.6K citations

  8. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    74 h-index

    422 publications

    155.4K citations

1–8 of 6.4K

Venues

  1. arXiv (Cornell University)

    Repository · 2.2K publications · 171.4K citations

    172

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 524 publications · 54.8K citations

    104

    h-index

  3. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 224 publications · 54.1K citations

    87

    h-index

  4. IEEE Access

    517 publications · 27.9K citations

    78

    h-index

  5. IEEE Transactions on Image Processing

    228 publications · 22.1K citations

    76

    h-index

1–5