Datasetpublic

ClarusC64/autonomous-driving-human-vehicle-coupling-coherence-scoring-v0.1

What this dataset tests Whether a system can score coherence between driver state, vehicle behavior, and scene context. This is not crash prediction. It is coupling integrity. Required outputs coupling_coherence_score overassertive_flag underassertive_flag trust_stability_index takeover_risk_score recovery_margin Scoring conventions all scores range 0 to 1 flags are 0 or 1 takeover risk estimates likelihood of manual override in the next window Use case Layer two of… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/autonomous-driving-human-vehicle-coupling-coherence-scoring-v0.1.

sourceHugging Facemitupdated 8mo agoView on Hugging Face

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Dataset Card

What this dataset tests

Whether a system can score coherence between driver state, vehicle behavior, and scene context.

This is not crash prediction. It is coupling integrity.

Required outputs

—couplingcoherencescore
—overassertive_flag
—underassertive_flag
—truststabilityindex
—takeoverriskscore
—recovery_margin

Scoring conventions

—all scores range 0 to 1
—flags are 0 or 1
—takeover risk estimates likelihood of manual override in the next window

Use case

Layer two of Driver-State and Vehicle-Response Coupling Manifold.

Supports:

—adaptive policy switching
—takeover risk management
—trust-preserving driving behavior