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Sequential Model Editing on Counterfact 20,000 sequential edits
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98.5
Efficacy
NSE-REVIVE
88.62
91.185
93.75
96.315
Jan 16, 2026
Efficacy
Paraphrase
Neighborhood Preservation
Fluency
Consistency
Updated 4d ago
Evaluation Results
Method
Method
Links
Efficacy
Paraphrase
Neighborhood Preservation
Fluency
Consistency
NSE-REVIVE
Model=LLaMA3
2026.01
98.5
90.38
61.78
615.65
33.23
AlphaEdit-REVIVE
Model=LLaMA3
2026.01
97.5
87.24
57.65
613.22
32.77
MEMIT-REVIVE
Model=LLaMA3
2026.01
91.94
79.67
56.9
557.61
26.44
RECT-REVIVE
Model=LLaMA3
2026.01
89
76.78
60.54
594.38
27.93
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