sag-uniroma2/SA_MODEL

Task Title

Sustainability Frameworks (GRI & SDG) Alignment (SA)

Task Description

Binary classification model for detecting whether a paragraph is aligned with sustainability reporting integrated GRI and SDG frameworks.

Dataset Summary

• Total samples: 1,273
• Relevant: 973
• Irrelevant: 300

Model

• Base model: bert-base-cased

Performance

• Accuracy: 97.7% ± 1.4
• Macro F1: 96.8% ± 2.0

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