The Pelican framework reduces hallucination rates by approximately 8–32% across various Large Vision-Language Models (LVLMs) and performs 27% better than prior mitigation methods while maintaining or improving factual accuracy in following visual instructions.

Authors

• Person: Not available Organization: GitHub
  EdinburghNLP/awesome-hallucination-detection - GitHub

Sources

• EdinburghNLP/awesome-hallucination-detection - GitHub github.com GitHub via serper

Referenced by nodes (1)

• Large Vision-Language Models concept