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Relational Reasoning datasets

archive 2025-07-28

12 datasets carry the task tag "Relational Reasoning" (the task itself: Relational Reasoning), ordered by the archive's paper count. Page 1 of 1: 12 shown of 12. 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 52Relational Reasoning 12

Relational Reasoning datasets 1–12 of 12

WebKB
WebKB is a dataset that includes web pages from computer science departments of various universities.
GraphsNode ClassificationNode ClusteringImputationRelational ReasoningBayesian Inference
113 papers · 2 benchmarks
RAVEN
RAVEN consists of 1,120,000 images and 70,000 RPM (Raven's Progressive Matrices) problems, equally distributed in 7 distinct figure configurations.
ImagesTextsQuestion AnsweringVisual ReasoningRelational Reasoning
96 papers · 0 benchmarks
AbstractReasoning
AbstractReasoning is a dataset for abstract reasoning, where the goal is to infer the correct answer from the context panels based on abstract reasoning.
ImagesImage ClassificationVisual ReasoningRelational Reasoning
86 papers · 0 benchmarks
PGM (Procedurally Generated Matrices (PGM))
PGM dataset serves as a tool for studying both abstract reasoning and generalisation in models.
ImagesImage ClassificationVisual ReasoningRelational Reasoning
57 papers · 0 benchmarks
PISC (People in Social Context)
The People in Social Context (PISC) dataset is a dataset that focuses on social relationships.
ImagesVisual Social Relationship RecognitionRelational ReasoningGraph Generation
13 papers · 1 benchmark
RAVEN-FAIR
RAVEN-FAIR is a modified version of the RAVEN dataset.
TextsRelational Reasoning
9 papers · 0 benchmarks
SPARTQA - (SPAtial Reasoning on Textual Question Answering.)
We take advantage of the ground truth of NLVR images, design CFGs to generate stories, and use spatial reasoning rules to ask and answer spatial reasoning questions.
TextsQuestion AnsweringMulti-hop Question AnsweringRelational Reasoning
9 papers · 0 benchmarks
Machine Number Sense
Consists of visual arithmetic problems automatically generated using a grammar model--And-Or Graph (AOG).
Common Sense ReasoningVisual ReasoningRelational Reasoning
2 papers · 0 benchmarks
Sequence Consistency Evaluation (SCE) tests
Sequence Consistency Evaluation (SCE) consists of a benchmark task for sequence consistency evaluation (SCE).
ImagesTime seriesZero-Shot LearningVisual ReasoningRelational Reasoning
1 paper · 0 benchmarks
TexRel
Green family of datasets for emergent communications on relations.
ImagesTextsRelation ExtractionRelation ClassificationVisual Relationship DetectionFew-Shot Relation ClassificationRelational ReasoningSpatial Relation Recognition+1 tasks
1 paper · 0 benchmarks
WikiDataSets
Topical subsets of WikiData, assembled using the WikiDataSets python library.
Relational Reasoning
1 paper · 0 benchmarks
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.