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Coarse-level Multimodal Misinformation Detection on MiRAGe News
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80.2
Accuracy
PCGR
28.2
41.7
55.2
68.7
Mar 26, 2026
Accuracy
F1 Score
Updated 23d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
PCGR
Model Category=Multimo...
2026.03
80.2
70.9
MGCA
Model Category=Multimo...
2026.03
72.3
66.6
C3N
Model Category=Multimo...
2026.03
70.4
66
GLPN-LLM
Model Category=Multimo...
2026.03
66.2
65
FKA-Owl
Model Category=Multimo...
2026.03
63.7
65.3
MiRAGe
Model Category=Multimo...
2026.03
61.1
58.5
GPT 5
Model Category=General...
2026.03
56.8
54
Gemini 2.5 Pro
Model Category=General...
2026.03
52.9
53.4
Hammer
Model Category=Multimo...
2026.03
52.8
50.4
MPFN
Model Category=Multimo...
2026.03
49.9
45.5
BMR
Model Category=Multimo...
2026.03
49.5
44.8
Llama 4
Model Category=General...
2026.03
43.1
52.1
LLaVA-1.6
Model Category=General...
2026.03
31.9
32.8
Qwen3-omni
Model Category=General...
2026.03
30.2
43
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