Latency Overhead Measurement for Memory Safeguards on MemBank + HotpotQA
0Added Latency (s)Vanilla
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VanillaBackbone=Qwen3-VL-8B-Instruct, Agent Count (N)=6, Architecture=MacNet2026.05 | 0 | 0 | |
| PPL FilterBackbone=Qwen3-VL-8B-Instruct, Agent Count (N)=6, Architecture=MacNet2026.05 | 0.4 | 1.5 | |
| EQUIMEMBackbone=Qwen3-VL-8B-Instruct, Agent Count (N)=6, Architecture=MacNet2026.05 | 0.9 | 3.3 | |
| LLM AuditBackbone=Qwen3-VL-8B-Instruct, Agent Count (N)=6, Architecture=MacNet2026.05 | 16.5 | 60.2 | |
| A-MemGuardBackbone=Qwen3-VL-8B-Instruct, Agent Count (N)=6, Architecture=MacNet2026.05 | 25.8 | 94.2 |