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Benchmarks
False Premise Detection on FEVER
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0.961
TP Rate
WRAG (with RAG)
0.15708
0.36579
0.5745
0.78321
Apr 8, 2025
TP Rate
TN Rate
FP Rate
FN Rate
F1 Score
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
TP Rate
TN Rate
FP Rate
FN Rate
F1 Score
Accuracy
WRAG (with RAG)
Retrieval input format...
2025.04
0.961
0.612
0.388
0.039
0.824
0.79
WRAG (with RAG)
Retrieval input format...
2025.04
0.941
0.837
0.163
0.059
0.897
0.89
WRAG (with RAG)
Retrieval input format...
2025.04
0.941
0.837
0.163
0.059
0.897
0.89
GraphRAG/ToG
2025.04
0.882
0.837
0.163
0.118
0.865
0.86
Direct
2025.04
0.188
0.985
0.015
0.812
0.313
0.584
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