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Social Bot Detection on TwiBot-20 (test)
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91.4
AUC
Heterogeneous motifs (All)
40.024
53.362
66.7
80.038
Dec 28, 2025
AUC
Updated 5mo ago
Evaluation Results
Method
Method
Links
AUC
Heterogeneous motifs (All)
Classifier=XGBoost
2025.12
91.4
DeeProBot
Classifier=XGBoost
2025.12
86.7
BotRGCN
Classifier=XGBoost
2025.12
86.6
RGT
Classifier=XGBoost
2025.12
84.8
Heterogeneous motifs (AUC' upper > 0.7)
Classifier=XGBoost
2025.12
84.6
T5
Classifier=XGBoost
2025.12
84.1
Botometer
Classifier=XGBoost
2025.12
81
ARG
Classifier=XGBoost
2025.12
80.9
FP
Classifier=XGBoost
2025.12
79.7
Homogeneous motifs (All)
Classifier=XGBoost
2025.12
78.7
Ising
Classifier=XGBoost
2025.12
65.3
SybilWalk
Classifier=XGBoost
2025.12
55.8
SybilSCAR
Classifier=XGBoost
2025.12
42
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