How to cite us

This repository is curently based on the following papers.

Sébastien Piérard, Anaïs Halin, Anthony Cioppa, Adrien Deliège, and Marc Van Droogenbroeck, “Foundations of the theory of performance-based ranking,” in IEEE/CVF Conf. Comput. Vis. Pattern Recognit. (CVPR), Nashville, TN, USA, Jun. 2025. (https://arxiv.org/pdf/2412.04227)

Sébastien Piérard, Anaïs Halin, Anthony Cioppa, Adrien Deliège, and Marc Van Droogenbroeck, “The Tile: A 2D map of ranking scores for two-class classification,” arXiv, vol. abs/2412.04309, 2024. (https://arxiv.org/pdf/2412.04309)

Anaïs Halin, Sébastien Piérard, Anthony Cioppa, and Marc Van Droogenbroeck, “A hitchhiker’s guide to understanding performances of two-class classifiers,” arXiv, vol. abs/2412.04377, 2024. (https://arxiv.org/pdf/2412.04377)

Sébastien Piérard, Adrien Deliège, Anaïs Halin, and Marc Van Droogenbroeck. “A methodology to evaluate strategies predicting rankings on unseen domains.” In IEEE International Conference on Multimedia and Expo Workshops (ICMEW), Workshop on Big Surveillance Data Analysis and Processing (BIG-Surv), Nantes, France, June-July 2025. (https://arxiv.org/pdf/2505.15595)