Revisiting Predictive Process Monitoring in the Age of Foundation Models: A Comparative Study of Sequence, Tabular, and LLM Approaches

Lennart Fertig, Lukas Kirchdorfer, Tobias Sesterhenn

The paper benchmarks predictive process monitoring using three approaches—sequence models, tabular foundation models, and large language models—across several datasets and tasks, f…