Carsten T. Lüth

SURE-VQA: Systematic Understanding of Robustness Evaluation in Medical VQA Tasks

Why context matters in VQA & Reasoning: Semantic interventions for VLM input modalities

ValUES: A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation

Overcoming Common Flaws in the Evaluation of Selective Classification Systems

LATEC — A benchmark for large-scale attribution & attention evaluation in computer vision