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Factual Knowledge on KoLA WaterBench (test)
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37.5
GM
AAR
25.02
28.26
31.5
34.74
Dec 18, 2025
GM
TPR
TNR
Updated 4d ago
Evaluation Results
Method
Method
Links
GM
TPR
TNR
AAR
Model=OPT-1.3B
2025.12
37.5
1
0.695
DualGuard
Model=OPT-1.3B
2025.12
35.5
0.95
0.65
KGW
Model=OPT-1.3B
2025.12
35
0.945
0.68
SIR
Model=OPT-1.3B
2025.12
35
0.975
0.475
Unbiased
Model=OPT-1.3B
2025.12
34.5
0.78
0.635
Original
Model=OPT-1.3B
2025.12
33
-
-
DIPmark
Model=OPT-1.3B
2025.12
33
0.885
0.675
XSIR
Model=OPT-1.3B
2025.12
31.5
0.775
0.975
EWD
Model=OPT-1.3B
2025.12
29.5
0.96
0.78
SWEET
Model=OPT-1.3B
2025.12
28.5
0.825
0.89
SynthID
Model=OPT-1.3B
2025.12
25.5
0.96
0.86
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