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Benchmarks
Exact Trigger Recovery on GPT-4o Injections
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4,090
Trigger Count (Rules)
RuleFit+XGB
935.68
1,754.59
2,573.5
3,392.41
May 16, 2025
Trigger Count (Rules)
MRR@1
MRR@3
MRR@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
Trigger Count (Rules)
MRR@1
MRR@3
MRR@10
RuleFit+XGB
LLM=GPT-4o
2025.05
4,090
36
36
36
RuleSHAP w/o Step 3
LLM=GPT-4o
2025.05
3,104
71
71
72
RuleSHAP w/o Step 2
LLM=GPT-4o
2025.05
2,842
36
36
36
RuleFit
LLM=GPT-4o
2025.05
2,489
50
54
55
RuleSHAP
LLM=GPT-4o
2025.05
2,316
79
79
80
Decision Tree
LLM=GPT-4o
2025.05
1,057
0
0
0
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