Omkar2118/datasets huggingface dataset:
Causal Triplet

**Causal Triplet** is a causal representation learning benchmark featuring not only visually more complex scenes, but also two crucial desiderata commonly overlooked in previous works: 

1) An actionable counterfactual setting, where only certain object-level variables allow forcounterfactual observations whereas others do not. 

2) An interventional downstream task with an emphasis on out-of-distribution robustness from the independent causal mechanisms principle.

Source: [Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning](https://arxiv.org/pdf/2301.05169v1.pdf)

Image Source: [https://arxiv.org/pdf/2301.05169v1.pdf](https://arxiv.org/pdf/2301.05169v1.pdf)

Introducing paper: Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning