Papers14

#benchmark

OmniSafeBench-MM: A Unified Benchmark and Toolbox for Multimodal Jailbreak Attack-Defense Evaluation

OmniSafeBench-MM is a one-stop, open-source test bench that fairly compares how multimodal AI models get tricked (jailbroken) and how well different defenses stop that.

#multimodal large language models#jailbreak attacks#safety alignment

See, Hear, and Understand: Benchmarking Audiovisual Human Speech Understanding in Multimodal Large Language Models

Intermediate

Le Thien Phuc Nguyen, Zhuoran Yu et al.Dec 1arXiv

This paper introduces AV-SpeakerBench, a new test that checks if AI can truly see, hear, and understand who is speaking, what they say, and when they say it in real videos.

#audiovisual reasoning#speaker attribution#temporal grounding

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