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Benchmarks
Out-of-Context Misinformation Detection on NewsCLIPpings
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91
Accuracy
CMIE
63.96
70.98
78
85.02
May 29, 2025
Accuracy
Precision (Real)
Precision (Fake)
Updated 5mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision (Real)
Precision (Fake)
CMIE
Implementation=OpenAI...
2025.05
91
88
93
SNIFFER
2025.05
88
91
87
SEN
2025.05
87
86
88
AR
Reasoning Mode=Augment...
2025.05
85
86
83
CCN
2025.05
84
84
85
DR
Reasoning Mode=Direct...
2025.05
83
79
87
LEMMA
2025.05
81
74
92
DT-Transformer
Backbone=ViT-B/32
2025.05
78
77
79
CLIP
Backbone=ViT-B/32
2025.05
65
65
64
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