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Benchmarks
Exact recovery of injected triggers on Llama-3.1 70B
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2,462
Trigger Count
RuleFit+XGB
575.44
1,065.22
1,555
2,044.78
May 16, 2025
Trigger Count
MRR@1
MRR@3
MRR@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
Trigger Count
MRR@1
MRR@3
MRR@10
RuleFit+XGB
LLM=Llama 3.1 70B
2025.05
2,462
14
14
14
RuleSHAP w/o Step 2
LLM=Llama 3.1 70B
2025.05
1,761
14
14
14
RuleSHAP w/o Step 3
LLM=Llama 3.1 70B
2025.05
1,715
57
60
60
RuleFit
LLM=Llama 3.1 70B
2025.05
1,422
21
25
26
RuleSHAP
LLM=Llama 3.1 70B
2025.05
1,360
57
60
60
Decision Tree
LLM=Llama 3.1 70B
2025.05
648
0
0
0
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