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Benchmarks
Out-of-Context Misinformation Detection on NewsCLIPpings Merged Balanced (test)
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88.4
Overall Accuracy
SNIFFER
51.376
60.988
70.6
80.212
Mar 5, 2024
Overall Accuracy
Fake Accuracy
Real Accuracy
Updated 5mo ago
Evaluation Results
Method
Method
Links
Overall Accuracy
Fake Accuracy
Real Accuracy
SNIFFER
base model=InstructBLI...
2024.03
88.4
86.9
91.8
CCN
2024.03
84.7
84.8
84.5
DT-Transformer
2024.03
77.1
78.6
75.6
Neu-Sym detector
2024.03
68.2
-
-
CLIP
2024.03
66
64.3
67.7
VisualBERT
2024.03
58.6
38.9
78.4
EANN
2024.03
58.1
61.8
56.2
SAFE
2024.03
52.8
54.8
52
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