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Manipulation Detection on DeFi Discourse-based Manipulation Dataset
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0.9
Precision
Hide-and-Shill
0.536
0.6305
0.725
0.8195
Jul 12, 2025
Precision
Recall
F1-score
AUC
Updated 8d ago
Evaluation Results
Method
Method
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Precision
Recall
F1-score
AUC
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Framework components=L...
2025.07
0.9
0.91
0.9
0.93
Deepseek-Detection
2025.07
0.72
0.75
0.73
0.78
GCN-Baseline
2025.07
0.71
0.69
0.7
0.76
LSTM-Sentiment
2025.07
0.68
0.71
0.69
0.74
Rule-Based
2025.07
0.55
0.62
0.58
0.63
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