2 papers
cs.CL2026
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…
cs.CV2025
Feedback-driven object detection and iterative model improvement
Sönke Tenckhoff, Mario Koddenbrock, Erik Rodner
Automated object detection has become increasingly valuable across diverse applications, yet efficient, high-quality annotation remains a persistent challenge. In this paper, we pr…