SVHN

data category: Image classification benchmarks · 0 papers in the last 7 days

← Most-used data · All Image classification benchmarks datasets

Labelled image collections used to train and compare image classifiers.

Names searched for: SVHN, Street View House Numbers

Key findings#

From Nov 2023 to Oct 2026, 153 archived papers mentioned SVHN in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in May 2025 (10).
SVHN was mentioned in 1 paper in the last 30 days (2026-10-06 to 2026-11-04), ranking #172 of the 255 datasets mentioned.
By journal category: AI (1).
Most of them appeared in Knowledge-Based Systems (1).
From 2017 to 2026 (so far), SVHN was mentioned in 194 papers in the tracked journals, most of them in AI (192), statistics (1) and information systems (1).
54 of them were published in 2025, against 1 in 2017.
Since 2023, the institutions with the most of these papers were Shanghai Jiao Tong University (11), Chinese Academy of Sciences (10) and Nanyang Technological University (10).
The journals publishing most of them were IEEE Transactions on Pattern Analysis and Machine Intelligence (35), IEEE Transactions on Neural Networks and Learning Systems (23) and Machine Learning (16).
The most-cited of them is “Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning” (IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018), with 2,861 citations.
Papers use SVHN most often with CIFAR-10 / CIFAR-100 (166), ImageNet (127) and MNIST / Fashion-MNIST (121); it has 29 partners in the code and data network, in the group around ImageNet, CIFAR-10 / CIFAR-100, MNIST / Fashion-MNIST.

Mentions over 36 months#

Papers mentioning it by publication month, Nov 2023 to Oct 2026 (titles, abstracts and keywords; the full texts of earlier months are still being searched)
Trend	Nov 23–Oct 24	Nov 24–Oct 25	Nov 25–Oct 26	36 months
	57	56	40	153

Papers per year#

20172026 (so far)

Papers per publication year and category
Category	2017	2018	2019	2020	2021	2022	2023	2024	2025	2026 (so far)
AI	1	1	6	5	7	7	20	58	54	33
Statistics	0	0	0	0	0	0	0	1	0	0
Information Systems	0	0	0	0	0	0	0	0	0	1
All categories	1	1	6	5	7	7	20	59	54	34

Where the papers come from#

Journals with the most papers, since 2023
#	Journal	Papers
1	IEEE Transactions on Pattern Analysis and Machine Intelligence	35
2	IEEE Transactions on Neural Networks and Learning Systems	23
3	Machine Learning	16
4	International Journal of Computer Vision	13
5	Neural Networks	11
6	Artificial Intelligence Review	10
7	Pattern Recognition	8
8	Applied Intelligence	7
9	Neural Computing and Applications	7
10	Expert Systems with Applications	7

Institutions with the most papers, since 2023
#	Institution	Papers
1	Shanghai Jiao Tong University	11
2	Chinese Academy of Sciences	10
3	Nanyang Technological University	10
4	University of Electronic Science and Technology of China	8
5	Sun Yat-sen University	7
6	The University of Sydney	6
7	Hong Kong Polytechnic University	5
8	National University of Singapore	5
9	University of Oxford	5
10	University of Technology Sydney	5

Countries with the most papers, since 2023
#	Country	Papers
1	China	86
2	United Kingdom	29
3	United States	25
4	Australia	24
5	Singapore	17
6	Hong Kong	16
7	Germany	8
8	Canada	7
9	Spain	6
10	India	6

Keywords with the most papers, since 2023
#	Keyword	Papers
1	image classification	19
2	out-of-distribution detection	19
3	federated learning	15
4	non-IID data	11
5	adversarial robustness	9
6	adversarial training	9
7	deep neural network	9
8	generalization	9
9	semi-supervised learning	9
10	catastrophic forgetting	8

Most-cited papers#

Most-cited papers since 2017
#	Citations	Per month	Title	Journal	Published	Authors
1	2,861	28.8	Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning	IEEE Transactions on Pattern Analysis and Machine Intelligence	2018-07-23	Takeru Miyato, Shin‐ichi Maeda, Masanori Koyama et al.
2	998	30.9	Vision-Language Models for Vision Tasks: A Survey	IEEE Transactions on Pattern Analysis and Machine Intelligence	2024-02-26	Jingyi Zhang, Jiaxing Huang, Sheng Jin et al.
3	903	10.3	Interpolation Consistency Training for Semi-supervised Learning	Neural Networks	2019-07-28	Vikas Verma, Kenji Kawaguchi, Alex Lamb et al.
4	613	18.6	Autoencoders and their applications in machine learning: a survey	Artificial Intelligence Review	2024-02-03	Kamal Berahmand, Fatemeh Daneshfar, Elaheh Sadat Salehi et al.
5	610	6.8	Convolutional Networks with Dense Connectivity	IEEE Transactions on Pattern Analysis and Machine Intelligence	2019-05-23	Gao Ming Huang, Zhuang Liu, Geoff Pleiss et al.

Archive counts by publication year: a paper counts when its title, abstract or keywords name the dataset, or when OpenAlex's full-text search finds it there (searched for the last 30 days' papers and, by a pass over the past years, for older ones). Names added to the list later are looked for in older papers as the archive is read again.

Used together with#

Papers use SVHN most often with CIFAR-10 / CIFAR-100 (166), ImageNet (127) and MNIST / Fashion-MNIST (121); it has 29 partners in the code and data network, in the group around ImageNet, CIFAR-10 / CIFAR-100, MNIST / Fashion-MNIST. The whole network →

What papers use SVHN together with (at least 3 papers; lift 1 = chance)
Used with	Type	Papers using both	Lift
CIFAR-10 / CIFAR-100	Dataset	166	27.3
ImageNet	Dataset	127	11.9
MNIST / Fashion-MNIST	Dataset	121	24.9
Caltech-101 / 256	Dataset	27	40.8
Domain adaptation benchmarks (Office-31, Office-Home, VisDA…	Dataset	26	37.7
MS COCO	Dataset	25	6.3
Face recognition (LFW, CelebA, VGGFace2)	Dataset	19	15.5
Fine-grained benchmarks (CUB-200, Stanford Cars, Oxford Flowers)	Dataset	19	18.6
PASCAL VOC	Dataset	13	9.0
Cityscapes	Dataset	10	7.5
IMDb	Dataset	8	7.4
KITTI	Dataset	8	4.3

Papers mentioning SVHN in the last 30 days, newest first.
Date	Title	Journal	Authors	Affiliations
2026-10-07	CGNC: Confidence-Guided Neighbor Consensus for semi-supervised learning	Knowledge-Based Systems	Ahmed Abbas Jaber, Mengzi Tang, Zhishu Shen et al.	Wuhan University of Technology

Cite this page

Scholar4AI. (2026). SVHN. Journal and Conference Research Rankings. Retrieved November 4, 2026, from https://scholar4ai.com/datasets/svhn

@misc{scholar4ai-datasets-svhn,
  author = {{Scholar4AI}},
  title = {SVHN},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/svhn}},
  urldate = {2026-11-04},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

Free to reuse for non-commercial purposes with attribution (CC BY-NC 4.0).