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Benchmarks
Rumor Verification on PHEME (test)
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66.6
Macro-F1
Ours with stance
32.904
41.652
50.4
59.148
Dec 15, 2025
Macro-F1
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Macro-F1
Accuracy
Ours with stance
stance-aware=true, avg...
2025.12
66.6
73.8
S-CoM
stance-aware=true
2025.12
62.1
62.3
KGs
stance-aware=false
2025.12
48.9
52.3
FSNet with stance
stance-aware=true
2025.12
46.6
67.8
JRSM
stance-aware=true
2025.12
44.8
47.9
Ours w/o stance
stance-aware=false, av...
2025.12
44.6
55.7
SAMGAT
stance-aware=false
2025.12
40.9
41.8
MTL-SMI
stance-aware=true
2025.12
40.9
46.8
CHT
stance-aware=true
2025.12
39.6
46.6
HT
stance-aware=false
2025.12
37.5
45.4
FSNet w/o stance
stance-aware=false
2025.12
36.4
57.6
eventAI
stance-aware=false
2025.12
34.2
35.7
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