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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: mit
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+ language:
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+ - en
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+ task_categories:
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+ - text-classification
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+ tags:
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+ - robotics
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+ - perception
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+ - manipulation
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+ - autonomy
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+ pretty_name: "Clarus Perception Action Coherence Risk v0.1"
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+ dataset_id: "robotics-perception-action-coherence-risk-v0.1"
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+ domain: robotics
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+ pillar: perception_action
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+ series: "RB-01"
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+ coherence_pair:
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+ observable_a: perception_detection_and_pose_quality
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+ observable_b: plan_validity_safety_checks_and_execution_outcome
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+ ground_truth: ground_truth_label
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+ validation_status: pre_release
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+ ---
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+ What this repo is for
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+
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+ You use it to detect when a robot sees the right thing but does the wrong thing.
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+
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+ It targets day-to-day deployment failures:
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+
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+ correct detection with wrong grasp
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+
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+ pose uncertainty that breaks planning
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+
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+ safety check failure that blocks execution
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+
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+ execution that completes but misses intent
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+
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+ Typical uses:
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+
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+ warehouse pick and place
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+
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+ bin picking
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+
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+ hospital delivery robots
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+
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+ field inspection robots
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+
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+ Prompt format
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+
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+ Output must be exactly one token
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+
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+ coherent or incoherent