| CausalBench: A Large-scale Benchmark for Network Inference from Single-cell Perturbation Data | Oct 31, 2022 | Causal DiscoveryCausal Inference | CodeCode Available | 1 | 5 |
| CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes | Apr 1, 2024 | Causal DiscoveryCausal Discovery in Video Reasoning | CodeCode Available | 1 | 5 |
| How to Enhance Causal Discrimination of Utterances: A Case on Affective Reasoning | May 4, 2023 | ARCCausal Discovery | CodeCode Available | 1 | 5 |
| REX: Causal Discovery based on Machine Learning and Explainability techniques | Jan 22, 2025 | Causal DiscoveryCausal Inference | CodeCode Available | 1 | 5 |
| CIPCaD-Bench: Continuous Industrial Process datasets for benchmarking Causal Discovery methods | Aug 2, 2022 | BenchmarkingCausal Discovery | CodeCode Available | 1 | 5 |
| Large-Scale Targeted Cause Discovery with Data-Driven Learning | Aug 29, 2024 | Causal DiscoveryGraph Reconstruction | CodeCode Available | 1 | 5 |
| The Causal Chambers: Real Physical Systems as a Testbed for AI Methodology | Apr 17, 2024 | Causal DiscoveryCausal Inference | CodeCode Available | 1 | 5 |
| The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications | Dec 2, 2024 | Causal Discovery | CodeCode Available | 1 | 5 |
| Detecting and Measuring Confounding Using Causal Mechanism Shifts | Sep 26, 2024 | Causal DiscoveryCausal Inference | CodeCode Available | 0 | 5 |
| Density Ratio-based Causal Discovery from Bivariate Continuous-Discrete Data | May 13, 2025 | Causal Discovery | CodeCode Available | 0 | 5 |
| Causal Learning via Manifold Regularization | Dec 16, 2016 | Causal Discovery | CodeCode Available | 0 | 5 |
| Dependence versus Conditional Dependence in Local Causal Discovery from Gene Expression Data | Jul 28, 2014 | Causal Discovery | CodeCode Available | 0 | 5 |
| Differentiable Causal Discovery Under Unmeasured Confounding | Oct 14, 2020 | Causal Discovery | CodeCode Available | 0 | 5 |
| Causal Discovery and Optimal Experimental Design for Genome-Scale Biological Network Recovery | Apr 6, 2023 | Causal DiscoveryExperimental Design | CodeCode Available | 0 | 5 |
| Causal Discovery and Knowledge Injection for Contestable Neural Networks (with Appendices) | May 19, 2022 | Causal Discovery | CodeCode Available | 0 | 5 |
| Data-driven discovery of interpretable causal relations for deep learning material laws with uncertainty propagation | May 20, 2021 | Causal DiscoveryUncertainty Quantification | CodeCode Available | 0 | 5 |
| A Conceptual Model for End-to-End Causal Discovery in Knowledge Tracing | May 11, 2023 | Causal DiscoveryKnowledge Tracing | CodeCode Available | 0 | 5 |
| Argumentative Causal Discovery | May 18, 2024 | Causal DiscoveryCausal Inference | CodeCode Available | 0 | 5 |
| Causal Discovery and Classification Using Lempel-Ziv Complexity | Nov 4, 2024 | Causal DiscoveryClassification | CodeCode Available | 0 | 5 |
| Dagma-DCE: Interpretable, Non-Parametric Differentiable Causal Discovery | Jan 5, 2024 | Causal Discovery | CodeCode Available | 0 | 5 |
| Causal-discovery-based root-cause analysis and its application in time-series prediction error diagnosis | Nov 11, 2024 | Causal DiscoveryPrediction | CodeCode Available | 0 | 5 |
| A Conditional Independence Test in the Presence of Discretization | Apr 26, 2024 | Causal Discovery | CodeCode Available | 0 | 5 |
| Deep End-to-end Causal Inference | Feb 4, 2022 | Causal DiscoveryCausal Inference | CodeCode Available | 0 | 5 |
| Connectivity-Inspired Network for Context-Aware Recognition | Sep 6, 2024 | Biologically-plausible TrainingCausal Discovery | CodeCode Available | 0 | 5 |
| CausalLP: Learning causal relations with weighted knowledge graph link prediction | Apr 23, 2024 | Causal DiscoveryGraph Embedding | CodeCode Available | 0 | 5 |
