Does Playing it Safe Count as Faithfulness? Reassessing LVLM Hallucination Mitigation Methods
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arXiv:2609.01888v1 Announce Type: new Abstract: Recent inference-time hallucination mitigation methods for large vision-language models (LVLMs) report strong gains on hallucination benchmarks. However, it remains unclear whether lower hallucination scores reflect improved multimodal grounding or mo…
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- 2026-09-03 04:00 · arXiv cs.CV
Does Playing it Safe Count as Faithfulness? Reassessing LVLM Hallucination Mitigation Methods