Welcome to PolEval 2026!

PolEval is a SemEval-inspired evaluation campaign for natural language processing tools for Polish. Submitted tools compete against one another within certain tasks selected by organisers, using available data and are evaluated according to pre-established procedures.

PolEval 2026 Tasks

The following tasks have been announced this year:

  • PolOCRBench: Polish Document Understanding
  • Polish Language Document Layout Detection
  • Adversarial Style Modification: Probing the Human-AI Perception Gap
  • Reverse PolEval: Diagnostic Benchmark Design for Polish LLMs

Discussions

Please join our Discord server to discuss PolEval competition in general and ask task-specific questions.

Previous editions

The tasks and results of previous editions are available through the links below: