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Fact Checking on FEVER
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93.1
Accuracy
hybrid fact-verification pipeline
52.644
63.147
73.65
84.153
Feb 26, 2024
Jun 8, 2024
Sep 19, 2024
Dec 31, 2024
Apr 13, 2025
Jul 25, 2025
Nov 5, 2025
Accuracy
Updated 26d ago
Evaluation Results
Method
Method
Links
Accuracy
hybrid fact-verification pipeline
Mode=S/R
2025.11
93.1
Lewis et al.
Mode=S/R
2025.11
89.5
MindRef
backbone=LLaMA-2-13b
2024.02
78.79
MindRef
backbone=LLaMA-13b
2024.02
78.53
MindRef
backbone=LLaMA-7b
2024.02
78.1
MindRef
backbone=LLaMA-2-7b
2024.02
78.04
BM25
2024.02
77.54
DPR
training=full data
2024.02
75.27
Contriever
2024.02
73.61
LLaMA-2-13b
2024.02
73.23
hybrid fact-verification pipeline
Mode=S/R/N
2025.11
70.2
Tan et al.
Mode=S/R/N
2025.11
54.2
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