sag-uniroma2/GRIClimate_MODEL

Task Title

GRI Climate Alignment

Task Description

Multi-class classification model for categorizing climate-related sustainability disclosures into specific GRI climate categories.

Dataset Summary

• Total samples: 586
• GRI 2: 231
• GRI 101: 54
• GRI 201: 34
• GRI 302: 60
• GRI 303: 46
• GRI 305: 61
• GRI 306: 100

Model

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

Performance

• Accuracy: 80.5% ± 4.5
• Macro F1: 75.5% ± 6.5

Results are reported as Mean ± SD across 10-fold cross-validation, where each fold was used once as the test set.