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GRIClimate_MODEL – AI Model by sag-uniroma2 | AlphaNeural AI
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GRIClimate_MODEL
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text-classification
en
climatebert/distilroberta-base-climate-f
finetune
apache-2.0
us
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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.
