Benchmark Dataset Evaluation

Benchmark Dataset Evaluation is a systematic assessment method that, as a paper-level contribution within Tutoring System Evaluation, employs standardized datasets to measure and compare the performance of educational models or algorithms against established baselines.

2.2K

Publications

164.4K

Citations

8.3K

Authors

Institutions

Publications per year

2017–2026

1.6K

Parents

Tutoring System Evaluation

Publications

2.2K

Reading digits in natural images with unsupervised feature learning

Yuval Netzer · 2024 · 4.6K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Alex Wang, Amanpreet Singh, Julian Michael et al. · 2018 · 4K citations · Full text

Computing, Computer Science, Computational Linguistics +12

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

Scientific Data · 2018 · 3.2K citations · Full text

Computing, Computer Science, Dermatology +16

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

Philipp Tschandl, Cliff Rosendahl, Harald Kittler · Queensland's institutional digital repository (The University of Queensland) · 2018 · 2.8K citations

Computing, Computer Science, Dermatology +16

Image Super-Resolution via Deep Recursive Residual Network

Ying Tai, Jian Yang, Xiaoming Liu · 2017 · 2.5K citations

Computing, Computer Science, Artificial Intelligence +15

1–5 of 2.2K

Authors

8.3K

KC
Kuo‐Chen Chou
The Gordon Life Science Institute, United States
12 publications · 1.7K citations
12
h-index
BS
Boxin Shi
Peking University, China
10 publications · 1K citations
10
h-index
QT
Qi Tian
Huawei Technologies (China), China
9 publications · 1.5K citations
9
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BL
Bin Liu
Harbin Institute of Technology, China
9 publications · 1.2K citations
9
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MY
Ming–Hsuan Yang
University of California, Merced, United States
9 publications · 1.4K citations
9
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1–5 of 8.3K

Institutions

1–8 of 2K

Venues

arXiv (Cornell University)
Repository · 254 publications · 11.3K citations
50
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IEEE Access
54 publications · 3.1K citations
29
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Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 40 publications · 3.2K citations
29
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IEEE Transactions on Pattern Analysis and Machine Intelligence
TPAMI · 26 publications · 4.5K citations
23
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PLoS ONE
18 publications · 1.1K citations
15
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