An evaluation of 7 LLMs/LMMs on 3 deception datasets shows fine-tuned text LLMs set benchmarks on review spam while multimodal models lag behind video-based baselines.
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Hidden in Plain Sight: Evaluation of the Deception Detection Capabilities of LLMs in Multimodal Settings
An evaluation of 7 LLMs/LMMs on 3 deception datasets shows fine-tuned text LLMs set benchmarks on review spam while multimodal models lag behind video-based baselines.