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.
Synthetic data generation with large language models for text classification: Potential and limitations,
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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.