Retrieval-Augmented Generation on Movielens
56.8AccuracyDP-RAG
Evaluation results
| Method | Links | |
|---|---|---|
| DP-RAGLLM=Llama-3.1, Privacy Budget=εquery = 102025.10 | 56.8 | |
| DP-SparseVoteLLM=Llama-3.1, Privacy Budget=εquery = 102025.10 | 55.76 | |
| DP-SynRAGLLM=Llama-3.1, Privacy Budget=εtotal = 102025.10 | 54.12 | |
| DP-SynRAGLLM=Phi-4, Privacy Budget=εtotal = 102025.10 | 42.56 | |
| DP-SynRAGLLM=Gemma-2, Privacy Budget=εtotal = 102025.10 | 41.08 | |
| DP-RAGLLM=Gemma-2, Privacy Budget=εquery = 102025.10 | 40.48 | |
| DP-SparseVoteLLM=Gemma-2, Privacy Budget=εquery = 102025.10 | 38.32 | |
| DP-RAGLLM=Phi-4, Privacy Budget=εquery = 102025.10 | 34.72 | |
| DP-SparseVoteLLM=Phi-4, Privacy Budget=εquery = 102025.10 | 34.29 |