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Sequential Knowledge Editing on ZsRE

95.26Efficacy

DeltaEdit

Updated 18d ago

Evaluation Results

Method	Links
DeltaEdit 2025.05		95.26	88.48	24.96	-
DeltaEdit 2025.05		94.94	91.19	30.08	-
AlphaEdit 2025.05		94.49	91.52	29.77	-
AlphaEdit 2025.05		93.19	84.97	23.55	-
ROME 2025.05		44.81	41.12	7.52	-
RECT 2025.05		39.5	36.13	15.5	-
MEMIT 2025.05		26.8	25.38	13.51	-
FT 2025.05		6.45	6.01	24.31	-
FT 2025.05		5.13	4.43	0.28	-
ROME 2025.05		2.95	2.82	1.22	-
PRUNE 2025.05		2.94	2.77	3.49	-
MoEEdit 2026.02		0.8447	0.7801	0.4282	0.6843
MoEEdit 2026.02		0.8168	0.6844	0.3255	0.6089
UnKE 2026.02		0.4658	0.4399	0.314	0.4066
FT-L 2026.02		0.4419	0.4246	0.4192	0.4286
AdaLoRA 2026.02		0.4346	0.4296	0.336	0.4001
Pre-edited 2026.02		0.413	0.405	0.4091	0.409
Pre-edited 2026.02		0.332	0.3214	0.2802	0.3112
FT-L 2026.02		0.3275	0.3309	0.3006	0.3197
UnKE 2026.02		0.3143	0.2978	0.253	0.2884
FT 2026.02		0.2557	0.2341	0.1761	0.222
FT 2026.02		0.0644	0.0613	0.0215	0.0491
AdaLoRA 2026.02		0.0366	0.036	0.0468	0.0398
MEMIT 2025.05		0	0	0	-
PRUNE 2025.05		0	0	0	-
RECT 2025.05		0	0	0	-