BatteryPass-12K is the first public benchmark dataset for digital battery passport conformance classification, with evaluations of 22 language models showing thinking models achieve the highest F1 scores.
Contradictions and inconsistencies in regulatory documents–a qualitative assessment from practice,
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BatteryPass-12K: The First Dataset for the Novel Digital Battery Passport Conformance Task
BatteryPass-12K is the first public benchmark dataset for digital battery passport conformance classification, with evaluations of 22 language models showing thinking models achieve the highest F1 scores.