German Datasets
We catalog 85 German datasets for NLP and machine learning, including 3 benchmarks. Browse the list below or narrow down by task.
This page covers German, a high-resource European language widely used in NLP benchmarks. Our directory includes 85 datasets in German.
- ai4privacy/pii-masking-200kText Classification, Token Classification, Table Question Answering, Question Answering, Zero Shot Classification, Summarization, Feature Extraction, Text Generation, Translation, Fill Mask, Tabular Classification, Tabular To Text, Table To Text, Text Retrieval, OtherEN, FR, DE
- ai4privacy/pii-masking-300kText Classification, Token Classification, Table Question Answering, Question Answering, Zero Shot Classification, Summarization, Feature Extraction, Text Generation, Translation, Fill Mask, Tabular Classification, Tabular To Text, Table To Text, Text Retrieval, OtherEN, FR, DE
- ai4privacy/pii-masking-400kText Classification, Token Classification, Table Question Answering, Question Answering, Zero Shot Classification, Summarization, Feature Extraction, Text Generation, Translation, Fill Mask, Tabular Classification, Tabular To Text, Table To Text, Text Retrieval, OtherEN, FR, DE
- amazon-agi/SIFT-50MAudio Text To Text, Audio Classification, Text To Speech, Audio To AudioEN, DE, FR
- apple/mkqaQuestion AnsweringAR, DA, DE
- argilla/databricks-dolly-15k-curated-multilingualText GenerationES, DE, FR
- Argumentation Annotated Student Peer Reviews Corpus (AASPRC)Argument Component Classification, Argument Relation ClassificationGerman
- Babelscape/wikineuralToken ClassificationDE, EN, ES
- biglam/europeana_newspapersText GenerationDE, FR, EL
- BioMistral/BioInstructQAQuestion AnsweringFR, EN, DE
- BramVanroy/CommonCrawl-CreativeCommonsText GenerationAFR, DEU, ENG
- ByteDance/MTVQAVisual Question Answering, Image To TextMULTILINGUAL, AR, DE
- CC100-GermanText CorporaGerman
- clips/mfaqQuestion AnsweringCS, DA, DE
- clips/mqaQuestion AnsweringCA, EN, DE
- Cognitive-Lab/NayanaOCR_Corpus_2025Image To Text, Visual Question Answering, Image Text To TextAR, BN, DE
- CohereLabs/AyaVisionBenchGeneral NLPEN, FR, DE
- Conference on Computational Natural Language Learning (CoNLL 2003)Named Entity Recognition (NER), Part-of-Speech (POS)German, English
- coral-nlp/german-commonsText GenerationDE
- Customer Interaction Data of German Emails and Online RequestsText CorporaGerman
- deepset/germanquadQuestion Answering, Text RetrievalDE
- defunct-datasets/amazon_reviews_multiSummarization, Text Generation, Fill Mask, Text ClassificationDE, EN, ES
- deutsche-telekom/Ger-RAG-evalGeneral NLPDE
- disco-eth/EuroSpeechAutomatic Speech Recognition, Text To SpeechDE, EN, MT
- eaddario/imatrix-calibrationText GenerationAR, DE, EN
- EleutherAI/lambada_openaiGeneral NLPDE, EN, ES
- epfml/FineWeb2-HQText GenerationRU, ZH, DE
- esdurmus/wiki_linguaSummarizationAR, CS, DE
- Event-focused Emotion Corpora for German and EnglishText Corpora, Emotion ClassificationGerman, English
- facebook/mlqaQuestion AnsweringEN, DE, ES
- facebook/multilingual_librispeechAutomatic Speech Recognition, Text To Speech, Text To AudioDE, NL, FR
- facebook/voxpopuliAutomatic Speech RecognitionEN, DE, FR
- facebook/xnliGeneral NLPAR, BG, DE
- FBK-MT/MCIFAutomatic Speech Recognition, Question Answering, Summarization, Visual Question Answering, TranslationEN, DE, IT
- FBK-MT/Speech-MASSIVEAudio Classification, Text Classification, Zero Shot Classification, Automatic Speech RecognitionAR, DE, ES
- FraunhoferIPK/IndEgoVisual Question Answering, Summarization, Video Classification, Any To AnyEN, DE
- G4KMU/LEMURText RetrievalBG, CS, DE
- GEM/gemFill Mask, Summarization, Table To Text, Tabular To Text, Text GenerationCS, DE, EN
- GEM/wiki_linguaSummarizationAR, CS, DE
- GermEval 2014 NER Shared TaskNamed Entity Recognition (NER)German
- gigant/oldbookillustrationsText To Image, Image To Text, Image To ImageEN, FR, DE
- google-research-datasets/paws-xText ClassificationDE, EN, ESBenchmark
- google/xquadQuestion AnsweringAR, DE, EL
- gretelai/synthetic_pii_finance_multilingualText Classification, Fill Mask, Token ClassificationEN, FR, DE
- Helsinki-NLP/news_commentaryTranslationAR, CS, DE
- Helsinki-NLP/opus_booksTranslationCA, DE, EL
- HuggingFaceFW/finepdfs-eduText GenerationEN, DE, JA
- HuggingFaceH4/Multilingual-ThinkingText GenerationEN, DE, FR
- IWSLT/iwslt2017TranslationAR, DE, EN
- LEXam-Benchmark/LEXamText Classification, Text GenerationEN, DE
- LibriVoxDeEnSpeech Translation, Machine TranslationGerman, English
- lightonai/LightOnOCR-mix-0126Image To TextEN, FR, DE
- mhardalov/examsQuestion AnsweringAR, BG, DE
- mteb/sts22-crosslingual-stsSentence SimilarityARA, CMN, DEU
- mueller91/MLAADAudio ClassificationEN, DE, FR
- mueller91/ReplayDFAudio ClassificationEN, FR, DE
- Multi30kMachine Translation, Multi-Modal LearningGerman, English
- Named Entity Model for German, Politics (NEMGP)Named Entity Recognition (NER)German
- nvidia/Nemotron-Personas-BelgiumText GenerationNL, FR, DE
- nvidia/Nemotron-Post-Training-Dataset-v2General NLPEN, DE, IT
- nvidia/Nemotron-Safety-Guard-Dataset-v3Text Classification, Text GenerationEN, AR, DE
- openai/MMMLUQuestion AnsweringAR, BN, DEBenchmark
- openfoodfacts/product-databaseGeneral NLPEN, FR, DE
- OpenLLM-France/Lucie-Training-DatasetText GenerationEN, FR, DE
- papluca/language-identificationText ClassificationAR, BG, DE
- ParCorFullMachine Translation, Coreference ResolutionGerman, EnglishBenchmark
- PhilipMay/stsb_multi_mtText ClassificationDE, EN, ES
- PleIAs/common_corpusGeneral NLPEN, FR, DE
- reciTAL/mlsumSummarization, Translation, Text ClassificationDE, ES, FR
- RyokoAI/ShareGPT52KText GenerationEN, ES, DE
- Sentiment Corpus of App Reviews with Fine-grained Annotations in German (SCARE)Classification, Sentiment AnalysisGerman
- Shitao/MLDRText RetrievalAR, DE, EN
- styletts2-community/multilingual-phonemes-10k-alphaGeneral NLPEN, CA, DE
- Ten Thousand German News Articles Dataset (10kGNAD)ClassificationGerman
- TheBritishLibrary/blbooksText Generation, Fill Mask, OtherDE, EN, ES
- togethercomputer/RedPajama-Data-V2Text GenerationEN, DE, FR
- tyqiangz/multilingual-sentimentsText ClassificationDE, EN, ES
- Upstash/wikipedia-2024-06-bge-m3General NLPEN, DE, ES
- voilaj/swiss-caselawText Classification, Summarization, Question AnsweringDE, FR, IT
- WebNLG (Enriched)Data-To-Text GenerationGerman, English
- Wikidata NE datasetNamed Entity Recognition, Knowledge BaseGerman, English
- wmt/wmt_t2tTranslationDE, EN
- wmt/wmt14TranslationCS, DE, EN
- wmt/wmt19TranslationCS, DE, EN
- ylacombe/cml-ttsText To Speech, Text To AudioNL, FR, DE
What tasks do German datasets cover?
Text Generation (20)Text Classification (14)Question Answering (14)Summarization (11)Translation (11)General NLP (9)Fill Mask (7)Text Retrieval (6)Token Classification (5)Automatic Speech Recognition (5)Zero Shot Classification (4)Tabular To Text (4)Table To Text (4)Other (4)Audio Classification (4)Text To Speech (4)Visual Question Answering (4)Image To Text (4)