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ResearchFormerly WizWand

Sequential Model Editing on ZsRE T = 300

98.8EfficacyPMET
23.60843.12962.6582.171May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PMETBackbone=LLaMA3-8B-Instruct2026.0598.894.539.4
PMETBackbone=Qwen3-4B-Instruct2026.0598.69437.3
EMMETBackbone=Qwen3-4B-Instruct2026.0598.593.236.8
EMMETBackbone=LLaMA3-8B-Instruct2026.0598.59440.5
MEMITBackbone=LLaMA3-8B-Instruct2026.0598.59439.5
EMMETBackbone=GPT-J-6B2026.05989228.8
PMETBackbone=GPT-J-6B2026.05989329.4
AlphaEditBackbone=GPT-J-6B2026.05989429.5
BetaEditBackbone=LLaMA3-8B-Instruct2026.059894.540.3
AlphaEditBackbone=Qwen3-4B-Instruct2026.0597.993.337
BetaEditBackbone=Qwen3-4B-Instruct2026.0597.59336.7
BetaEditBackbone=GPT-J-6B2026.0597.59329.6
MEMITBackbone=Qwen3-4B-Instruct2026.0596.59337.1
MEMITBackbone=GPT-J-6B2026.0596.59230.1
SimIEBackbone=LLaMA3-8B-Instruct2026.0596.59236
SimIEBackbone=Qwen3-4B-Instruct2026.0595.290.634.3
SimIEBackbone=GPT-J-6B2026.0594.58827.5
PRUNEBackbone=LLaMA3-8B-Instruct2026.05908036
PRUNEBackbone=Qwen3-4B-Instruct2026.0589.37632
PRUNEBackbone=GPT-J-6B2026.05887425.6
AdaEditBackbone=LLaMA3-8B-Instruct2026.05887632
AdaEditBackbone=GPT-J-6B2026.05867124.8
RECTBackbone=LLaMA3-8B-Instruct2026.05867432
AlphaEditBackbone=LLaMA3-8B-Instruct2026.05868140.1
AdaEditBackbone=Qwen3-4B-Instruct2026.05857328.4
RECTBackbone=GPT-J-6B2026.05846824.7
RECTBackbone=Qwen3-4B-Instruct2026.0583.470.628.7
RLEditBackbone=LLaMA3-8B-Instruct2026.05826028
RLEditBackbone=GPT-J-6B2026.05815819
RLEditBackbone=Qwen3-4B-Instruct2026.0578.855.724.3
FTBackbone=LLaMA3-8B-Instruct2026.0542812
FTBackbone=GPT-J-6B2026.0540812
FTBackbone=Qwen3-4B-Instruct2026.0538.57.211.3
Pre-editedBackbone=LLaMA3-8B-Instruct2026.0536.536.937.5
Pre-editedBackbone=Qwen3-4B-Instruct2026.0531.632.334.8
Pre-editedBackbone=GPT-J-6B2026.0526.526.728