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Causal Discovery datasets

archive 2025-07-28

5 datasets carry the task tag "Causal Discovery" (the task itself: Causal Discovery), ordered by the archive's paper count. Page 1 of 1: 5 shown of 5. 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.

Causal Discovery datasets 1–5 of 5

CausalBench

CausalBench is a comprehensive benchmark suite for evaluating network inference methods on large-scale perturbational single-cell gene expression data.

Biology Drug Discovery Causal Discovery

4 papers · 0 benchmarks

BCOPA-CE (A Balanced COPA Test Set with cause-effect as alternatives)

We provide the BCOPA-CE test set, which has balanced token distribution in the correct and wrong alternatives and increases the difficulty of being aware of cause and effect.

Texts Common Sense Reasoning Causal Identification Causal Discovery

3 papers · 0 benchmarks

Ultra-processed Food Dataset

The raw data are obtained from an industrial plant for ultra-processed food production.

Graphs Time series Causal Discovery Predictive Process Monitoring

2 papers · 0 benchmarks

CausalChaos! (CausalChaos!QA)

CausalChaos!

Images Videos RGB Video Visual Question Answering (VQA)Video Question Answering Zeroshot Video Question Answer Causal Discovery in Video Reasoning Causal Discovery Commonsense Causal Reasoning+2 tasks

1 paper · 0 benchmarks

TimeGraph (TimeGraph: Synthetic Benchmark Datasets for Robust Time-Series Causal Discovery)

TimeGraph is a comprehensive suite of synthetic datasets designed to benchmark causal discovery algorithms on time-series data.

Tabular Time series Time Series Causal Discovery

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.

Causal Discovery datasets

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

Causal Discovery datasets 1–5 of 5