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Benchmarks
Explainable Fake News Detection on RAWFC
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1.52
Misleadingness
Oracle
1.4712
1.8006
2.13
2.4594
Apr 8, 2026
Misleadingness
Discrepancy
Informativeness
Soundness
Readability
Updated 9d ago
Evaluation Results
Method
Method
Links
Misleadingness
Discrepancy
Informativeness
Soundness
Readability
Oracle
ground-truth labels=true
2026.04
1.52
-
4.46
4.73
4.72
G-Defense
2026.04
1.87
1
4.6
4.72
4.7
L-Defense_GPT-3.5
backbone=GPT-3.5
2026.04
1.91
1.3
4.17
4.41
4.49
L-Defense_LLaMA2
backbone=LLaMA2
2026.04
1.95
1.3
4.44
4.67
4.62
GPT-3.5_claim
input=claim
2026.04
1.97
1.7
4
4.44
4.68
GPT-3.5_full
input=full
2026.04
2.07
1.81
4.44
4.62
4.69
CofCED
2026.04
2.74
1.53
2.89
1.93
2.46
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