Data as of Jul 25, 2026 · Based on 2,718,867 AI responses across 9,511 prompts · See how Parse measures this
Volcano is a multimodal self-feedback guided revision model that mitigates hallucination in large multimodal models by generating and using natural language feedback to revise its initial responses. It achieves state-of-the-art performance on benchmarks like MMHal Bench, POPE, and GAVIE while improving general multimodal abilities.
Parse Score
Sources
emergentmind.com shapes more of what AI says about MMHal-Bench than any other source, at 100% of its citations.