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Benchmarks
Stock Movement Prediction on holdout set
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38.02
Accuracy
FinGPT
29.8976
32.0063
34.115
36.2237
Jun 10, 2026
Accuracy
Macro F1 Score
Negative Class F1 Score
Neutral Class F1 Score
Positive Class F1 Score
Number of Issues
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Macro F1 Score
Negative Class F1 Score
Neutral Class F1 Score
Positive Class F1 Score
Number of Issues
FinGPT
Model Type=LLM-based,...
2026.06
38.02
27.08
4
52.25
25
16
RoBERTa
Classification Type=NL...
2026.06
37.5
34.09
16.67
51.93
33.68
0
FinBERT
Classification Type=NL...
2026.06
35.94
28.77
3.64
41.38
41.3
0
Mistral 7B
Model Type=LLM-based,...
2026.06
35.94
28.3
3.85
36.49
44.57
14
Llama 3.1 8B
Model Type=LLM-based,...
2026.06
30.21
24.72
3.23
36.11
34.83
15
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