Office Comprehension Benchmark
The Office Comprehension Benchmark (OCB) is a new public test evaluating Large Language Models' ability to understand native office files like Word, Excel, and PowerPoint. It tests structural perception of elements and expert reasoning across 12 professional domains. Findings show models excel at recognizing file structures but struggle with complex multi-step domain reasoning.