Zero-shot learning

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Zero-shot learning

Quality:

Zero-shot learning - problem setup in machine learning, where at test time, a learner observes samples from classes that were not observed during training, and needs to predict the class they belong to. Article “Zero-shot learning” in English Wikipedia has 35.4 points for quality (as of July 1, 2025). The article contains 26 references and 6 sections.

In this language version of Wikipedia the article has the best quality. Also, this article is the most popular in that (English) language version.

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

Since the creation of article “Zero-shot learning”, its content was written by 43 registered users of English Wikipedia and edited by 55 registered Wikipedia users in all languages.

The article is cited 20 times in English Wikipedia and cited 42 times in all languages.

The highest Authors Interest rank from 2001:

  • Local (English): #30426 in January 2021
  • Global: #124006 in January 2021

The highest popularity rank from 2008:

  • Local (English): #66930 in May 2024
  • Global: #126278 in May 2024

There are 6 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.

Languages with the highest quality

#LanguageQuality gradeQuality score
1English (en)
Zero-shot learning
35.3636
2Serbian (sr)
Учење без иједног покушаја
30.0581
3Persian (fa)
یادگیری بدون نمونه
30.0433
4Catalan (ca)
Aprenentatge amb zero intents
26.3859
5Spanish (es)
Zero-shot learning
24.9057
6Korean (ko)
제로샷 학습
14.6358
More...

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

Most popular in all the time

The most popular language versions of the article "Zero-shot learning" in all the time
#LanguagePopularity awardRelative popularity
1English (en)
Zero-shot learning
494 755
2Persian (fa)
یادگیری بدون نمونه
2 279
3Korean (ko)
제로샷 학습
2 178
4Catalan (ca)
Aprenentatge amb zero intents
529
5Serbian (sr)
Учење без иједног покушаја
245
6Spanish (es)
Zero-shot learning
141
More...

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

Most popular in June 2025

The most popular language versions of the article "Zero-shot learning" in June 2025
#LanguagePopularity awardRelative popularity
1English (en)
Zero-shot learning
5 133
2Korean (ko)
제로샷 학습
87
3Spanish (es)
Zero-shot learning
74
4Persian (fa)
یادگیری بدون نمونه
29
5Serbian (sr)
Учење без иједног покушаја
18
6Catalan (ca)
Aprenentatge amb zero intents
12
More...

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

The highest AI

Language versions of the article "Zero-shot learning" with the highest Authors Interest (number of authors). Only registered Wikipedia users were taken into account.
#LanguageAI awardRelative AI
1English (en)
Zero-shot learning
43
2Persian (fa)
یادگیری بدون نمونه
5
3Serbian (sr)
Учење без иједног покушаја
3
4Spanish (es)
Zero-shot learning
2
5Catalan (ca)
Aprenentatge amb zero intents
1
6Korean (ko)
제로샷 학습
1
More...

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

The highest AI in June 2025

Language versions of the article "Zero-shot learning" with the highest AI in June 2025
#LanguageAI awardRelative AI
1English (en)
Zero-shot learning
1
2Catalan (ca)
Aprenentatge amb zero intents
0
3Spanish (es)
Zero-shot learning
0
4Persian (fa)
یادگیری بدون نمونه
0
5Korean (ko)
제로샷 학습
0
6Serbian (sr)
Учење без иједног покушаја
0
More...

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

The highest CI

Language versions of the article "Zero-shot learning" with the highest Citation Index (CI)
#LanguageCI awardRelative CI
1English (en)
Zero-shot learning
20
2Serbian (sr)
Учење без иједног покушаја
14
3Persian (fa)
یادگیری بدون نمونه
4
4Korean (ko)
제로샷 학습
3
5Spanish (es)
Zero-shot learning
1
6Catalan (ca)
Aprenentatge amb zero intents
0
More...

Scores

Estimated value for Wikipedia:
English:
Global:
Popularity in June 2025:
English:
Global:
Popularity in all years:
English:
Global:
Authors in June 2025:
English:
Global:
Registered authors in all years:
English:
Global:
Citations:
English:
Global:

Quality measures

Interwikis

#LanguageValue
caCatalan
Aprenentatge amb zero intents
enEnglish
Zero-shot learning
esSpanish
Zero-shot learning
faPersian
یادگیری بدون نمونه
koKorean
제로샷 학습
srSerbian
Учење без иједног покушаја

Popularity rank trends

Best Rank English:
#66930
05.2024
Global:
#126278
05.2024

AI rank trends

Best Rank English:
#30426
01.2021
Global:
#124006
01.2021

Languages comparison

Important global interconnections (July 2024 – June 2025)

Wikipedia readers most often find their way to information on Zero-shot learning from Wikipedia articles about GPT-3, Transfer learning, One-shot learning, Neural machine translation and DALL-E. Whereas reading the article about Zero-shot learning people most often go to Wikipedia articles on One-shot learning, Deep learning, Computer vision, Natural language processing and Transfer learning.

Cumulative results of quality and popularity of the Wikipedia article

List of Wikipedia articles in different languages (starting with the most popular):

News from 15 February 2026

On 15 February 2026 in multilingual Wikipedia, Internet users most often read articles on the following topics: Jeffrey Epstein, Wuthering Heights, 2026 Winter Olympics, Epstein files, Ilia Malinin, Wuthering Heights, Ghislaine Maxwell, Lucas Pinheiro Braathen, 2026 Winter Olympics medal table, Valentine's Day.

In English Wikipedia the most popular articles on that day were: Jeffrey Epstein, Wuthering Heights, Wuthering Heights (2026 film), 2026 Winter Olympics, Lucas Pinheiro Braathen, Ice hockey at the 2026 Winter Olympics – Men's tournament, Epstein files, John F. Kennedy Jr., Anthony Kim, James Van Der Beek.

About WikiRank

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