LLMs4OL 2026: Large Language Models for Ontology Learning
The 3rd LLMs4OL Challenge @ ISWC 2026
ISWC 2026, Bari, Italy | 25-29 October
ISWC 2026, Bari, Italy | 25-29 October
Important Notes:
Teams that did not submit a paper have been excluded from the official ranking, as their methodologies could not be verified.
For each team, we considered only their two most recent submissions per task (per dataset, in the case of Task C). Among those two, we selected the single best-performing submission to represent the team on the leaderboard — ranked by Averaged Graph Similarity for Flagship and Reuse tasks, and by Averaged F1 Score for Taxonomy Task. This means the leaderboard shows one row per team: their strongest recent result, not just their latest one. Teams with only a single submission had that one submission evaluated directly.