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Materiality Prediction on Finance News (test)
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72.9
AUROC
Hybrid (α= 0.4)
49.084
55.267
61.45
67.633
Jun 3, 2026
AUROC
F1 Score
Precision
Recall
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
F1 Score
Precision
Recall
Accuracy
Hybrid (α= 0.4)
Threshold (τ*)=0.1, Al...
2026.06
72.9
21.2
13
58.3
68.8
Classification head
Threshold (τ*)=0.1, Ev...
2026.06
72.8
21.2
13
58.3
68.8
LLM zero-shot
Threshold (τ*)=0.5, Ev...
2026.06
54.1
15.7
9.2
55.6
57.2
Random
2026.06
50
-
-
-
-
Majority class
2026.06
-
0
-
0
92.8
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