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Even leading MLLMs struggle with object hallucination, revealing critical integration-stage weaknesses that standard benchmarks fail to capture.
LLM leaderboard rankings are more a reflection of benchmark designer priorities than actual user needs, but a new interactive visualization tool lets you reshape those rankings based on your specific prompt types and goals.