UniTorESGInsights
Collection
https://github.com/AlirezaMousio/UniTorESGInsights.git • 11 items • Updated
Task Title
SDG Alignment
Task Description
Multi-label classification model for aligning sustainability disclosures with the 17 United Nations Sustainable Development Goals (SDGs).
Dataset Summary
- Total training samples: 29,353
- OSDG samples: 28,478
- Additional sustainability-report samples: 875
- Number of SDG labels: 17
Model
Base model: bert-base-cased
Performance
- Accuracy on OSDG benchmark:
86.0% - Accuracy on internal sustainability-report test set:
81.2%
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Model tree for sag-uniroma2/SDG_MODEL
Base model
google-bert/bert-base-cased