Data Leakage Attack on Med
92.5AP (alpha=0.5)DSI+VMI
Evaluation results
| Method | Links | |
|---|---|---|
| DSI+VMIModel Backbone=Llama3.2-3B2026.06 | 92.5 | |
| PIDI(DSI+PMI)Model Backbone=Llama3.2-3B2026.06 | 90.1 | |
| PIDI(DSI+PMI)Model Backbone=Llama3-8B2026.06 | 88.1 | |
| BiSR(SIP+VMI)Model Backbone=Llama3.2-3B2026.06 | 85.1 | |
| PIDI(DSI+PMI)Model Backbone=Qwen2.5-7B2026.06 | 80.1 | |
| DSI+VMIModel Backbone=Qwen2.5-7B2026.06 | 74.1 | |
| DSI+VMIModel Backbone=Llama3-8B2026.06 | 70.7 | |
| DSIModel Backbone=Llama3-8B2026.06 | 70.7 | |
| BiSR(SIP+VMI)Model Backbone=Qwen2.5-7B2026.06 | 70.6 | |
| DSIModel Backbone=Qwen2.5-7B2026.06 | 70.6 | |
| DSIModel Backbone=Llama3.2-3B2026.06 | 68.6 | |
| SIPModel Backbone=Qwen2.5-7B2026.06 | 66.7 | |
| SIPModel Backbone=Llama3.2-3B2026.06 | 58 | |
| BiSR(SIP+VMI)Model Backbone=Llama3-8B2026.06 | 54.6 | |
| SIPModel Backbone=Llama3-8B2026.06 | 53.7 | |
| MC+VMIModel Backbone=Qwen2.5-7B2026.06 | 42.4 | |
| MC+VMIModel Backbone=Llama3.2-3B2026.06 | 37.3 | |
| VMIModel Backbone=Llama3-8B2026.06 | 27.7 | |
| MC+VMIModel Backbone=Llama3-8B2026.06 | 26.4 | |
| MCModel Backbone=Llama3-8B2026.06 | 26.1 | |
| MCModel Backbone=Qwen2.5-7B2026.06 | 24.5 | |
| MCModel Backbone=Llama3.2-3B2026.06 | 23.6 | |
| VMIModel Backbone=Qwen2.5-7B2026.06 | 5.4 | |
| VMIModel Backbone=Llama3.2-3B2026.06 | 0.5 |