Retrieval-Augmented Generation on Medical Synth
67.26AccuracyDP-SynRAG
Evaluation results
| Method | Links | |
|---|---|---|
| DP-SynRAGLLM=Phi-4, Privacy Budget=εtotal = 102025.10 | 67.26 | |
| DP-RAGLLM=Gemma-2, Privacy Budget=εquery = 102025.10 | 67.06 | |
| DP-SynRAGLLM=Gemma-2, Privacy Budget=εtotal = 102025.10 | 67.06 | |
| DP-SynRAGLLM=Llama-3.1, Privacy Budget=εtotal = 102025.10 | 61.26 | |
| DP-RAGLLM=Phi-4, Privacy Budget=εquery = 102025.10 | 59.92 | |
| DP-RAGLLM=Llama-3.1, Privacy Budget=εquery = 102025.10 | 48.94 | |
| DP-SparseVoteLLM=Phi-4, Privacy Budget=εquery = 102025.10 | 48.59 | |
| DP-SparseVoteLLM=Gemma-2, Privacy Budget=εquery = 102025.10 | 32.68 | |
| DP-SparseVoteLLM=Llama-3.1, Privacy Budget=εquery = 102025.10 | 24.62 |