Don't Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget

3 February 2024

Papers citing "Don't Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget"

4 / 4 papers shown

Title
Some Robustness Properties of Label Cleaning Chen Cheng John C. Duchi 12 0 0 14 Sep 2025
Establishing Best Practices for Building Rigorous Agentic Benchmarks Yuxuan Zhu Tengjun Jin Yada Pruksachatkun Andy K. Zhang Shu Liu ... Sarah Schwettmann Matei A. Zaharia Ion Stoica Percy Liang Daniel Kang 225 3 0 03 Jul 2025
Trace Gadgets: Minimizing Code Context for Machine Learning-Based Vulnerability Prediction Felix Mächtle Nils Loose Tim Schulz Florian Sieck Jan-Niclas Serr Ralf Möller T. Eisenbarth 111 2 0 18 Apr 2025
Limits to scalable evaluation at the frontier: LLM as Judge won't beat twice the data Florian E. Dorner Vivian Y. Nastl Moritz Hardt ELM ALM 189 17 0 17 Oct 2024