Concepedia

Prediction Benchmarking

Prediction Benchmarking is a standardized evaluation framework within the domain of traffic participant prediction that systematically assesses and compares the performance of different models or methods against a common set of metrics, datasets, and tasks to determine their relative effectiveness in forecasting future states of dynamic road agents.

33

Publications

2.8K

Citations

157

Authors

66

Institutions

Publications per year

2017–2026

21

Parents

Publications

33

QMEANDisCo—distance constraints applied on model quality estimation

Gabriel Studer, Christine Rempfer, Andrew Waterhouse et al. · Bioinformatics · 2019 · 1K citations · Full text

, , +16

The Building Data Genome Project 2, energy meter data from the ASHRAE Great Energy Predictor III competition

Scientific Data · 2020 · 223 citations · Full text

, , +17

buds-lab/building-data-genome-project-2: v1.0

Clayton Miller, Anjukan Kathirgamanathan, Bianca Picchetti et al. · Singapore Management University Institutional Knowledge (InK) (Singapore Management University) · 2020 · 167 citations · Full text

, , +17

V2X-Seq: A Large-Scale Sequential Dataset for Vehicle-Infrastructure Cooperative Perception and Forecasting

Haibao Yu, Wenxian Yang, Hongzhi Ruan et al. · 2023 · 147 citations

, , +15

Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis

Zezhi Shao, Fei Wang, Yongjun Xu et al. · IEEE Transactions on Knowledge and Data Engineering · 2024 · 146 citations · Full text

, , +16

1–5 of 33

Authors

157

  1. PL
    Ping Luo

    University of Hong Kong, Hong Kong SAR China

    2 publications · 228 citations

    2

    h-index

  2. DL
    Di Liu

    Southeast University, China

    1 publications · 39 citations

    1

    h-index

  3. CG
    Chongjian Ge

    University of Hong Kong, Hong Kong SAR China

    1 publications · 81 citations

    1

    h-index

  4. GJ
    Guangyin Jin

    National University of Defense Technology, China

    1 publications · 146 citations

    1

    h-index

  5. AK
    Andreas Kouloumos

    National Technical University of Athens, Greece

    1 publications · 69 citations

    1

    h-index

1–5 of 157

Institutions

66

  1. Delft University of Technology

    Delft, The Netherlands

    3 h-index

    8 publications

    260 citations

  2. University of Hong Kong

    Pok Fu Lam, Hong Kong

    3 h-index

    8 publications

    732 citations

  3. Tsinghua University

    Beijing, China

    2 h-index

    8 publications

    1.2K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    2 h-index

    2 publications

    157 citations

  5. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    9 publications

    1.2K citations

  6. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    1 h-index

    1 publications

    98 citations

  7. University of Amsterdam

    Amsterdam, The Netherlands

    1 h-index

    1 publications

    55 citations

  8. IBM Research - Ireland

    Dublin, Ireland

    1 h-index

    5 publications

    80 citations

1–8 of 66

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 32 citations

    2

    h-index

  2. 1

    h-index

  3. Judgment and Decision Making

    1 publications · 15 citations

    1

    h-index

  4. International Journal of Forecasting

    1 publications · 69 citations

    1

    h-index

  5. Engineering Structures

    1 publications · 19 citations

    1

    h-index

1–5