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Causal Inference datasets

archive 2025-07-28

8 datasets carry the task tag "Causal Inference" (the task itself: Causal Inference), ordered by the archive's paper count. Page 1 of 1: 8 shown of 8. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Causal Inference 8

Causal Inference datasets 1–8 of 8

IHDP (Infant Health and Development Program)
The Infant Health and Development Program (IHDP) is a randomized controlled study designed to evaluate the effect of home visit from specialist doctors on the cognitive test scores of premature infants.
Causal InferenceHeterogeneous Treatment Effect Estimation
189 papers · 2 benchmarks
Jobs
The Jobs dataset by LaLonde [36] is a widely used benchmark in the causal inference community, where the treatment is job training and the outcomes are income and employment status after training.
Causal Inference
56 papers · 1 benchmark
ParaBank
A large-scale English paraphrase dataset that surpasses prior work in both quantity and quality.
Causal InferenceParaphrase Generation
17 papers · 0 benchmarks
ReCO
A human-curated ChineseReading Comprehension dataset on Opinion.
Chinese Reading ComprehensionMachine Reading ComprehensionCausal Inference
9 papers · 0 benchmarks
ChatGPT Advice Responses
Taking Advice from ChatGPT is a laboratory study of how student participants incorporate advice generated by ChatGPT.
TextsCausal Inference
1 paper · 0 benchmarks
ICLR Database (ICLR Database (with Textual Covariates))
A maintained database tracks ICLR submissions and reviews, augmented with author profiles and higher-level textual features.
TextsTabularAbstractive Text SummarizationFairnessCausal InferencePaper generationReview GenerationSelection bias
1 paper · 0 benchmarks
NAIST COVID
NAIST COVID is a multilingual dataset of social media posts related to COVID-19, consisting of microblogs in English and Japanese from Twitter and those in Chinese from Weibo.
Sentiment AnalysisCausal InferenceMisinformation
1 paper · 0 benchmarks
NTPairs (News-Tweet Paired Dataset)
The NTPairs dataset consists of the pairs of news articles and their corresponding tweets that were published by eight media outlets in 2018.
Causal Inference
1 paper · 0 benchmarks

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.