Precision-Recall Curves Using Information Divergence Frontiers

By Josip Djolonga, Mario Lucic, Marco Cuturi, Olivier Bachem, Olivier Bousquet, Sylvain Gelly. 2019

40 citations recorded by the source corpus.

Subfields: Evaluation & Benchmarks

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Evaluation & Benchmarks

1. Sebastian Gehrmann
2. Elizabeth Clark
3. Thibault Sellam
4. Ali Borji
5. Evgin Göçeri
6. Diane Joyce Cook
7. Garrett Wilson
8. Mitesh M. Khapra

Citations in the corpus

• Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text (2022, background): “Pillutla et al. (2021) expand on these insights and a framework by Djolonga et al. (2020) to compare the human- and modeldistributions by measuring the extent to which they diverge.”
• Pros and Cons of GAN Evaluation Measures: New Developments (2021, background): “Some other works that have proposed extensions to P&R include Djolonga et al. (2020); Simon et al. (2019); Kynkäänniemi et al. (2019).”