TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation

Public transit route planning traditionally depends on structured map infrastructure and complex routing engines, and no existing dataset supports training models to bypass this dependency. We present TransitLM, a large-scale dataset of over 13 million transit route planning records from four Chines...