8 datasets found

The dataset used in the paper is the BIOS, which is a comprehensive biomedical knowledge graph including diseases, symptoms, medications, surgeries, and non-surgical treatments.

A dataset for measuring the extent to which language-and-vision language models use the visual signal in the presence or absence of gender stereotypes.

FairFace is a dataset of face images for fairness audit and evaluation, intentionally constructed to be approximately racially balanced.

The dataset used in the FairFace Challenge at ECCV 2020 is a reannotated version of IJB-C [37] database enriched by newly collected 12,549 public domain images.

The UCI Adult income dataset is used for causal estimation and fair classification tasks. The dataset contains information about age, gender, occupation, marital status,...

A commonly observed pattern in machine learning models is an underprediction of the target feature, with the model’s predicted target rate for members of a given category...

Each node is a client in a German bank, while each edge between any two clients represents that they bear similar credit accounts. Here the gender of bank clients is considered...

Human Pose Estimation (HPE) aims to estimate the position of each joint point of the human body in a given image. HPE tasks support a wide range of downstream tasks such as...