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Risk Decision-making on DeXposure-Bench frozen 2025 (test)
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0.72
Precision
persist. rules
0.564
0.6045
0.645
0.6855
Jun 17, 2026
Precision
Recall
F1 Score
Judge Score
FIR
Ground Truth Match Rate
Stability
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
Judge Score
FIR
Ground Truth Match Rate
Stability
persist. rules
Pred.=persist., Decisi...
2026.06
0.72
0.004
0.0076
-
-
-
0.514
DeXposure-FM rules
Pred.=DeXposure-FM, De...
2026.06
0.6
0.01
0.019
-
-
-
0.257
DeXposure-FM LLM + safety gate
Pred.=DeXposure-FM, De...
2026.06
0.58
0.012
0.0234
2.45
0.437
1
0.435
LLM (no FM)
Decision=LLM (no FM)
2026.06
0.575
0.009
0.0184
2.24
-
1
0.532
DeXposure-FM LLM
Pred.=DeXposure-FM, De...
2026.06
0.57
0.012
0.0241
2.41
0.448
1
0.488
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