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ResearchFormerly WizWand

Knowledge Retention on WMDP-chem (retain)

56Rt (Knowledge Retention)Zero-shot
21.78430.66739.5548.433May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Zero-shotBackbone=Qwen-3-8B2026.0556
Zero-shotBackbone=Llama-3.1-8B-Instruct2026.0553.3
LUNARBackbone=Qwen-3-8B2026.0551.8
Global GABackbone=Llama-3.1-8B-Instruct2026.0549.1
LUNARBackbone=Llama-3.1-8B-Instruct2026.0547.9
Surgical GABackbone=Llama-3.1-8B-Instruct2026.0542.6
MANSUBackbone=Llama-3.1-8B-Instruct2026.0539.8
Surgical GABackbone=Qwen-3-8B2026.0539.8
MANSUBackbone=Qwen-3-8B2026.0536.4
NPOBackbone=Qwen-3-8B2026.0529.6
NPOBackbone=Llama-3.1-8B-Instruct2026.0526.9
Global GABackbone=Qwen-3-8B2026.0526.9
SimNPOBackbone=Qwen-3-8B2026.0525.9
GU+SimNPOBackbone=Qwen-3-8B2026.0525
SimNPOBackbone=Llama-3.1-8B-Instruct2026.0524.1
GU+SimNPOBackbone=Llama-3.1-8B-Instruct2026.0523.1