sag-uniroma2/ClimateActionSDG13_MODEL

Task Title

Climate Action (SDG13) Alignment

Task Description

Binary classification model for detecting climate-action-related sustainability disclosures aligned with SDG 13.

Dataset Summary

• Training samples (Human+ Auto AI): 888

• Climate Action samples: 568 (train)

• Non-Climate Action samples: 320 (train)

• Test samples (Human): 181

• Climate Action samples: 68 (test)

• Non-Climate Action samples: 113 (test)

Model

• Base model: ClimateBERT (distilroberta-base-climate-f)

Performance

• Accuracy: 91.7%
• Macro F1: 91.5%