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Benchmarks
Multimodal Fake News Detection on Weibo 21
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95.5
Accuracy
MaLSF
87.908
89.879
91.85
93.821
Mar 27, 2026
Accuracy
Precision (Fake News)
Recall (Fake News)
F1 Score (Fake News)
Precision (Real News)
Recall (Real News)
F1 Score (Real News)
Updated 19d ago
Evaluation Results
Method
Method
Links
Accuracy
Precision (Fake News)
Recall (Fake News)
F1 Score (Fake News)
Precision (Real News)
Recall (Real News)
F1 Score (Real News)
MaLSF
Parser type=Caption-An...
2026.03
95.5
95.2
95.8
95.5
95.7
95.1
95.4
MaLSF
Parser type=Open Vocab...
2026.03
95.1
94.9
95.5
95.2
95.4
94.8
95.1
DAMMFND
Reference=AAAI’25
2026.03
94.7
-
-
94.8
-
-
94.7
FND-CLIP
Reference=ICME’23
2026.03
94.3
93.5
94.5
94
95
94.2
94.6
MMDFND
Reference=MM’24
2026.03
93.9
-
-
94
-
-
93.9
BMR
Reference=AAAI’23
2026.03
92.9
90.8
94.7
92.7
94.6
90.6
92.5
CAFE
Reference=WWW’22
2026.03
88.2
85.7
91.5
88.5
90.7
84.4
87.6
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