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Benchmarks
Exact Trigger Recovery on GPT-3.5 Turbo Injections
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1,429
Test Rule Count
RuleFit+XGB
902.76
1,039.38
1,176
1,312.62
May 16, 2025
Test Rule Count
MRR@1
MRR@3
MRR@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
Test Rule Count
MRR@1
MRR@3
MRR@10
RuleFit+XGB
LLM=GPT-3.5 Turbo
2025.05
1,429
14
14
14
RuleFit
LLM=GPT-3.5 Turbo
2025.05
1,096
29
31
33
RuleSHAP w/o Step 3
LLM=GPT-3.5 Turbo
2025.05
1,086
29
32
34
Decision Tree
LLM=GPT-3.5 Turbo
2025.05
987
0
0
0
RuleSHAP
LLM=GPT-3.5 Turbo
2025.05
943
36
45
47
RuleSHAP w/o Step 2
LLM=GPT-3.5 Turbo
2025.05
923
14
14
14
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