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Benchmarks
Exact Trigger Recovery on Injected triggers GPT-4o mini
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2,251
Rule Adherence Count
RuleFit+XGB
955.16
1,291.58
1,628
1,964.42
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=GPT-4o mini
2025.05
2,251
21
21
22
RuleSHAP w/o Step 3
LLM=GPT-4o mini
2025.05
2,031
50
57
57
RuleFit
LLM=GPT-4o mini
2025.05
1,681
36
38
40
RuleSHAP w/o Step 2
LLM=GPT-4o mini
2025.05
1,600
21
21
23
RuleSHAP
LLM=GPT-4o mini
2025.05
1,391
64
68
68
Decision Tree
LLM=GPT-4o mini
2025.05
1,005
0
0
0
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