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Benchmarks
Multimodal Misinformation Detection on MMFakeBench
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82
Accuracy
Fact-checking (ours)
23.76
38.88
54
69.12
Feb 2, 2026
Accuracy
Precision
Recall
F1-score
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1-score
Fact-checking (ours)
Variant=Evidence-centr...
2026.02
82
82
81
81
FatFormer
Type=image-only deepfa...
2026.02
79
61
53
53
Fact-checking + deepfake detector
Variant=Hybrid (detect...
2026.02
76
74
74
74
GRAMNet
Type=image-only deepfa...
2026.02
74
48
49
47
BNext-M
Type=image-only deepfa...
2026.02
74
58
51
53
NPR
Type=image-only deepfa...
2026.02
64
52
53
52
ProDet
Type=image-only deepfa...
2026.02
26
54
52
25
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