CNSL-bench shows current MLLMs perform substantially worse than humans on Chinese sign language tasks with systematic gaps across modalities and articulatory forms.
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CNSL-bench: Benchmarking the Sign Language Understanding Capabilities of MLLMs on Chinese National Sign Language
CNSL-bench shows current MLLMs perform substantially worse than humans on Chinese sign language tasks with systematic gaps across modalities and articulatory forms.