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Common Sense Reasoning datasets

archive 2025-07-28

56 datasets carry the task tag "Common Sense Reasoning" (the task itself: Common Sense Reasoning), ordered by the archive's paper count. Page 2 of 2: 8 shown of 56. 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 50 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 52

Common Sense Reasoning datasets 49–56 of 56

ACCORD CSQA 0-5
ACCORD CSQA is an extension of the popular CommonsenseQA (CSQA) dataset using ACCORD, a scalable framework for disentangling the commonsense grounding and reasoning abilities of large language models (LLMs) through controlled, multi-hop…
TextsQuestion AnsweringCommon Sense ReasoningCounterfactual Reasoning
1 paper · 0 benchmarks
Advice Seeking Questions
The Advice-Seeking Questions (ASQ) dataset is a collection of personal narratives with advice-seeking questions.
TextsCommon Sense Reasoning
1 paper · 0 benchmarks
DiscoSense
DiscoSense is a benchmark sourced from datasets that contain two sentences connected through a discourse connective.
TextsCommon Sense Reasoning
1 paper · 0 benchmarks
DpgMedia2019
DpgMedia2019 is a Dutch news dataset for partisanship detection.
TextsText GenerationLanguage ModellingCommon Sense Reasoning
1 paper · 0 benchmarks
Russian Event2Mind
The work provides a comprehensive overview of the corpus for the Russian language for the commonsense inference task.
TextsCommon Sense Reasoning
1 paper · 1 benchmark
This is not a Dataset (This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models)
We introduce a large semi-automatically generated dataset of ~400,000 descriptive sentences about commonsense knowledge that can be true or false in which negation is present in about 2/3 of the corpus in different forms that we use to…
TextsText ClassificationCommon Sense ReasoningBinary text classificationNegation DetectionZero-Shot Text ClassificationCommon Sense Reasoning (Zero-Shot)+1 tasks
1 paper · 1 benchmark
Winograd Automatic
The Winograd schema challenge composes tasks with syntactic ambiguity, which can be resolved with logic and reasoning.
TextsCommon Sense ReasoningLogical Reasoning
1 paper · 1 benchmark
Compositional Visual Reasoning (CVR)
A fundamental component of human vision is our ability to parse complex visual scenes and judge the relations between their constituent objects.
ImagesGraphsClassificationCommon Sense ReasoningVisual ReasoningRelational Reasoning
0 papers · 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.