Finally Outshining the Random Baseline: A Simple and Effective Solution for Active Learning in 3D Biomedical Imaging Paper • 2601.13677 • Published Jan 20 • 1
Overcoming Common Flaws in the Evaluation of Selective Classification Systems Paper • 2407.01032 • Published Jul 1, 2024
SURE-VQA: Systematic Understanding of Robustness Evaluation in Medical VQA Tasks Paper • 2411.19688 • Published Nov 29, 2024
ValUES: A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation Paper • 2401.08501 • Published Jan 16, 2024
nnActive: A Framework for Evaluation of Active Learning in 3D Biomedical Segmentation Paper • 2511.19183 • Published Nov 24, 2025