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.
The quest for more circular battery value chains: Implementing the eu digital battery passport and remaining challenges,
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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.