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Question Answering on Medical Synth

87AccuracyRAG
-3.4820.0143.566.99Oct 8, 2025
Updated 5mo ago

Evaluation results

MethodLinks
RAGModel=Phi-4-mini, Privacy Budget=εtotal = ∞2025.1087
RAGModel=Llama-3.1-8B, Privacy Budget=εtotal = ∞2025.1086.2
RAGModel=Gemma-2-2B, Privacy Budget=εtotal = ∞2025.1085.2
DP-SynRAGModel=Phi-4-mini, Privacy Budget=εtotal = 102025.1067.26
DP-SynRAGModel=Gemma-2-2B, Privacy Budget=εtotal = 102025.1067.06
DP-RAGModel=Gemma-2-2B, Privacy Budget=εquery = 10 (εtotal ≈ 10000)2025.1067.06
DP-SynRAGModel=Llama-3.1-8B, Privacy Budget=εtotal = 102025.1061.26
DP-RAGModel=Phi-4-mini, Privacy Budget=εquery = 10 (εtotal ≈ 10000)2025.1059.92
DP-RAGModel=Llama-3.1-8B, Privacy Budget=εquery = 10 (εtotal ≈ 10000)2025.1048.94
Non-RAGModel=Phi-4-mini, Privacy Budget=εtotal = 02025.100
Non-RAGModel=Gemma-2-2B, Privacy Budget=εtotal = 02025.100
Non-RAGModel=Llama-3.1-8B, Privacy Budget=εtotal = 02025.100
DP-SynthModel=Phi-4-mini, Privacy Budget=εtotal = 102025.100
DP-SynthModel=Gemma-2-2B, Privacy Budget=εtotal = 102025.100
DP-SynthModel=Llama-3.1-8B, Privacy Budget=εtotal = 102025.100
Aug-PEModel=Phi-4-mini, Privacy Budget=εtotal = 102025.100
Aug-PEModel=Gemma-2-2B, Privacy Budget=εtotal = 102025.100
Aug-PEModel=Llama-3.1-8B, Privacy Budget=εtotal = 102025.100