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ModernFinBERT

Text Classification
Safetensors
English
modernbert
synthetic data
financial-sentiment-analysis
sentiment-analysis
crypto
stocks
finbert
modernfinbert
Synthetic
Model card Files
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  ## Model Averages Across All Datasets
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  | Model | Accuracy | F1-Score | Precision | Recall | ROC-AUC |
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  |-------|----------|----------|-----------|--------|---------|
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- | **ModernFinBERT** | **0.75** | *0.63* | 0.68 | **0.75** | **0.91** |
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  | distilroberta_financial | *0.73* | **0.66** | **0.73** | *0.73* | 0.82 |
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  | finbert | 0.66 | 0.59 | 0.65 | 0.68 | *0.84* |
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  | finbert-tone | 0.62 | 0.54 | *0.68* | 0.59 | 0.82 |
 
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  ## Model Averages Across All Datasets
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  | Model | Accuracy | F1-Score | Precision | Recall | ROC-AUC |
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  |-------|----------|----------|-----------|--------|---------|
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+ | **ModernFinBERT** | **0.75** | *0.63* | *0.68* | **0.75** | **0.91** |
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  | distilroberta_financial | *0.73* | **0.66** | **0.73** | *0.73* | 0.82 |
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  | finbert | 0.66 | 0.59 | 0.65 | 0.68 | *0.84* |
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  | finbert-tone | 0.62 | 0.54 | *0.68* | 0.59 | 0.82 |