List your company

False Premise Detection on KG-FPQ

94.44TP RateG-retriever
5.46828.566551.66574.7635Apr 8, 2025

Evaluation results

MethodLinks
G-retrieverInput Configuration=Logical Form for Both Stages2025.0494.4499.050.955.5697.1295.24
G-retrieverInput Configuration=Original Query for Both Stages2025.0488.8986.6713.3311.1187.8988.57
G-retrieverInput Configuration=Logical Form for Retrieval and Original Query for False Premise Detection2025.0482.2293.336.6717.7886.9783.81
with RAGInput Configuration=Logical Form for Both Stages2025.046086.6713.334073.9782.86
Direct ClaimInput Configuration=Original Query for Both Stages2025.0444.4473.3326.6755.5659.769.2
Direct ClaimInput Configuration=Logical Form for Retrieval and Original Query for False Premise Detection2025.0444.4473.3326.6755.5659.769.2
Direct ClaimInput Configuration=Logical Form for Both Stages2025.0444.4473.3326.6755.5659.769.2
with RAGInput Configuration=Logical Form for Retrieval and Original Query for False Premise Detection2025.0437.7886.6713.3362.2253.9779.69
with RAGInput Configuration=Original Query for Both Stages2025.0433.33802066.6748.7873.33
GraphRAG/ToGInput Configuration=Original Query for Both Stages2025.048.8993.336.6791.1116.1681.27
GraphRAG/ToGInput Configuration=Logical Form for Retrieval and Original Query for False Premise Detection2025.048.8993.336.6791.1116.1681.27
GraphRAG/ToGInput Configuration=Logical Form for Both Stages2025.048.8993.336.6791.1116.1681.27