sag-uniroma2/GRISDG13_MODEL

Task Title

Climate Action GRI-SDG13 Category Classification

Task Description

Multi-class classification model for categorizing SDG13-aligned climate disclosures into GRI topics.

Dataset Summary

• Training samples (Human+ Auto AI): 888

• GRI 2 (General): 320 (train)

• GRI 201 (Economical): 301 (train)

• GRI 305 (Environmental): 267 (train)

• Test samples: 181

• GRI 2 (General): 113 (test)

• GRI 201 (Economical): 31 (test)

• GRI 305 (Environmental): 37 (test)

Model

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

Performance

• Accuracy: 94.5%
• Macro F1: 91.0%