1 citations · 1 across the 2 of their papers we have counts for
3 papers
Diagnosing Diversity Collapse and Validating Mask-Conditioned Diffusion for Labeled Microtubule Microscopy
Mario Koddenbrock, Frederic Rapp, Simone Reber +1
Mask-conditioned diffusion models have become standard for generating labeled training data in biomedical imaging. But the tools used to evaluate them were built for a different pr…
RamanBench: A Large-Scale Benchmark for Machine Learning on Raman Spectroscopy
Mario Koddenbrock, Christoph Lange, Robin Legner +6
Machine learning (ML) has transformed many scientific fields, yet key applications still lack standardized benchmarks. Raman spectroscopy, a widely used technique for non-invasive…
LLMStructBench: Benchmarking Large Language Model Structured Data Extraction
Sönke Tenckhoff, Mario Koddenbrock, Erik Rodner
We present LLMStructBench, a novel benchmark for evaluating Large Language Models (LLMs) on extracting structured data and generating valid JavaScript Object Notation (JSON) output…