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	<title>robot-assisted autism therapy &#8211; BIOENGINEER.ORG</title>
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		<title>New Benchmark Exposes Inflated Scores in Robot Autism Therapy AI</title>
		<link>https://bioengineer.org/new-benchmark-exposes-inflated-scores-in-robot-autism-therapy-ai/</link>
		
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		<pubDate>Thu, 15 Oct 2026 22:29:02 +0000</pubDate>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[autism spectrum disorder]]></category>
		<category><![CDATA[child-robot interaction]]></category>
		<category><![CDATA[class imbalance]]></category>
		<category><![CDATA[data leakage]]></category>
		<category><![CDATA[engagement recognition]]></category>
		<category><![CDATA[Human-Robot Interaction]]></category>
		<category><![CDATA[machine learning benchmarks]]></category>
		<category><![CDATA[pose estimation]]></category>
		<category><![CDATA[QAMQOR dataset]]></category>
		<category><![CDATA[robot-assisted autism therapy]]></category>
		<category><![CDATA[Temporal Convolutional Network]]></category>
		<category><![CDATA[XGBoost]]></category>
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					<description><![CDATA[Researchers released QAMQOR, a public benchmark from 47 hours of robot-assisted autism therapy video showing that evaluation protocols, not algorithms, most strongly determine reported engagement recognition performance.]]></description>
		
		
		
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