Self-supervised learning

Self-supervised learning - class of machine learning techniques in which a task is solved based on pseudo-labels which help initialize weights the weight, then the actual task is performed with supervised or unsupervised learning. Article “Self-supervised learning” in English Wikipedia has 35.8 points for quality (as of July 1, 2025). The article contains 25 references and 9 sections.

This article has the best quality in German Wikipedia. However, this article is the most popular in English version.

In June 2025 the article “Self-supervised learning” was edited by 1 authors in English Wikipedia and written by 3 authors in all languages.

Since the creation of article “Self-supervised learning”, its content was written by 35 registered users of English Wikipedia and edited by 101 registered Wikipedia users in all languages.

The article is cited 386 times in English Wikipedia and cited 1229 times in all languages.

The highest Authors Interest rank from 2001:

• Local (English): #48605 in December 2022
• Global: #37198 in July 2023

The highest popularity rank from 2008:

• Local (English): #86225 in April 2023
• Global: #138613 in April 2023

There are 17 language versions for this article in the WikiRank database (of the considered 55 Wikipedia language editions).

The quality and popularity assessment was based on Wikipédia dumps from July 1, 2025 (including revision history and pageviews for previous years).

The table below shows the language versions of the article with the highest quality.

#	Language	Quality grade	Quality score
1	German (de) Selbstüberwachtes Lernen		36.1444
2	English (en) Self-supervised learning		35.7629
3	Ukrainian (uk) Самокероване навчання		35.4256
4	Greek (el) Αυτοεποπτευόμενη μάθηση		33.4959
5	Vietnamese (vi) Học tự giám sát		31.7299
6	Korean (ko) 자기 지도 학습		30.8259
7	Thai (th) การเรียนรู้แบบสอนตัวเอง		29.8111
8	Spanish (es) Aprendizaje autosupervisado		28.5896
9	Catalan (ca) Aprenentatge autònom		27.9015
10	French (fr) Apprentissage auto-supervisé		26.6928

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The following table shows the most popular language versions of the article.

The most popular language versions of the article "Self-supervised learning" in all the time

#	Language	Popularity award	Relative popularity
1	English (en) Self-supervised learning		333 280
2	French (fr) Apprentissage auto-supervisé		18 668
3	German (de) Selbstüberwachtes Lernen		16 855
4	Japanese (ja) 自己教師あり学習		13 556
5	Chinese (zh) 自监督学习		12 465
6	Korean (ko) 자기 지도 학습		5 376
7	Spanish (es) Aprendizaje autosupervisado		3 556
8	Persian (fa) یادگیری خودنظارتی		1 701
9	Ukrainian (uk) Самокероване навчання		934
10	Greek (el) Αυτοεποπτευόμενη μάθηση		628

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The following table shows the language versions of the article with the highest popularity in the last month.

The most popular language versions of the article "Self-supervised learning" in June 2025

#	Language	Popularity award	Relative popularity
1	English (en) Self-supervised learning		6 703
2	French (fr) Apprentissage auto-supervisé		382
3	Chinese (zh) 自监督学习		375
4	Japanese (ja) 自己教師あり学習		369
5	German (de) Selbstüberwachtes Lernen		198
6	Spanish (es) Aprendizaje autosupervisado		131
7	Korean (ko) 자기 지도 학습		99
8	Polish (pl) Uczenie samonadzorowane		68
9	Ukrainian (uk) Самокероване навчання		51
10	Greek (el) Αυτοεποπτευόμενη μάθηση		42

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The following table shows the language versions of the article with the highest Authors’ Interest.

Language versions of the article "Self-supervised learning" with the highest Authors Interest (number of authors). Only registered Wikipedia users were taken into account.

#	Language	AI award	Relative AI
1	English (en) Self-supervised learning		35
2	German (de) Selbstüberwachtes Lernen		16
3	French (fr) Apprentissage auto-supervisé		13
4	Persian (fa) یادگیری خودنظارتی		6
5	Chinese (zh) 自监督学习		5
6	Spanish (es) Aprendizaje autosupervisado		4
7	Japanese (ja) 自己教師あり学習		4
8	Korean (ko) 자기 지도 학습		4
9	Arabic (ar) تعليم ذاتي الإشراف		2
10	Greek (el) Αυτοεποπτευόμενη μάθηση		2

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The following table shows the language versions of the article with the highest Authors’ Interest in the last month.

Language versions of the article "Self-supervised learning" with the highest AI in June 2025

#	Language	AI award	Relative AI
1	English (en) Self-supervised learning		1
2	French (fr) Apprentissage auto-supervisé		1
3	Korean (ko) 자기 지도 학습		1
4	Arabic (ar) تعليم ذاتي الإشراف		0
5	Catalan (ca) Aprenentatge autònom		0
6	German (de) Selbstüberwachtes Lernen		0
7	Greek (el) Αυτοεποπτευόμενη μάθηση		0
8	Spanish (es) Aprendizaje autosupervisado		0
9	Persian (fa) یادگیری خودنظارتی		0
10	Indonesian (id) Pemelajaran terawasi mandiri		0

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The following table shows the language versions of the article with the highest number of citations.

Language versions of the article "Self-supervised learning" with the highest Citation Index (CI)

#	Language	CI award	Relative CI
1	English (en) Self-supervised learning		386
2	Ukrainian (uk) Самокероване навчання		143
3	Korean (ko) 자기 지도 학습		140
4	Chinese (zh) 自监督学习		139
5	Arabic (ar) تعليم ذاتي الإشراف		126
6	French (fr) Apprentissage auto-supervisé		97
7	Polish (pl) Uczenie samonadzorowane		59
8	Persian (fa) یادگیری خودنظارتی		37
9	Thai (th) การเรียนรู้แบบสอนตัวเอง		29
10	Indonesian (id) Pemelajaran terawasi mandiri		26

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#	Language	Value
ar	Arabic تعليم ذاتي الإشراف
ca	Catalan Aprenentatge autònom
de	German Selbstüberwachtes Lernen
el	Greek Αυτοεποπτευόμενη μάθηση
en	English Self-supervised learning
es	Spanish Aprendizaje autosupervisado
fa	Persian یادگیری خودنظارتی
fr	French Apprentissage auto-supervisé
id	Indonesian Pemelajaran terawasi mandiri
it	Italian Apprendimento auto-supervisionato
ja	Japanese 自己教師あり学習
ko	Korean 자기 지도 학습
pl	Polish Uczenie samonadzorowane
th	Thai การเรียนรู้แบบสอนตัวเอง
uk	Ukrainian Самокероване навчання
vi	Vietnamese Học tự giám sát
zh	Chinese 自监督学习

Best Rank

English: #86225 04.2023

Global: #138613 04.2023

Best Rank

English: #48605 12.2022

Global: #37198 07.2023

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The WikiRank project is intended for automatic relative evaluation of the articles in the various language versions of Wikipedia. At the moment the service allows to compare over 44 million Wikipedia articles in 55 languages. Quality scores of articles are based on Wikipedia dumps from July, 2025. When calculating current popularity and AI of articles data from June 2025 was taken into account. For historical values of popularity and AI WikiRank used data from 2001 to 2025... More information