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Benchmarks
Exact recovery of injected triggers on Injected triggers Llama-3.1 8B
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3,428
Rule Adherence Count
RuleFit+XGB
963.2
1,603.1
2,243
2,882.9
May 16, 2025
Rule Adherence Count
MRR@1
MRR@3
MRR@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
Rule Adherence Count
MRR@1
MRR@3
MRR@10
RuleFit+XGB
LLM=Llama 3.1 8B
2025.05
3,428
7
7
7
RuleSHAP w/o Step 3
LLM=Llama 3.1 8B
2025.05
2,443
29
46
46
RuleSHAP w/o Step 2
LLM=Llama 3.1 8B
2025.05
2,193
7
7
7
RuleFit
LLM=Llama 3.1 8B
2025.05
2,169
21
31
32
RuleSHAP
LLM=Llama 3.1 8B
2025.05
1,747
50
61
61
Decision Tree
LLM=Llama 3.1 8B
2025.05
1,058
0
0
0
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