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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