Complex Ontology Matching on Conference
24PrecisionLLM-based Ontology Matching
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LLM-based Ontology MatchingPrompting Strategy=b0, Backbone=Qwen3-14B2025.11 | 24 | 37 | 24 | |
| LLM-based Ontology MatchingPrompting Strategy=b0, Backbone=phi-42025.11 | 23 | 19 | 13 | |
| AMLCMatcher=AMLC2025.11 | 13 | 20 | 15 | |
| LLM-based Ontology MatchingPrompting Strategy=b0, Backbone=Llama-3-2-3B2025.11 | 9 | 3 | 3 | |
| LLM-based Ontology MatchingPrompting Strategy=b0, Backbone=Mistral-7B2025.11 | 8 | 5 | 5 | |
| LLM-based Ontology MatchingPrompting Strategy=b0, Backbone=Llama-3-1-8B2025.11 | 6 | 10 | 5 | |
| LLM-based Ontology MatchingPrompting Strategy=b12025.11 | 2 | 3 | 2 | |
| LLM-based Ontology MatchingPrompting Strategy=b22025.11 | 0 | 15 | 0 |