Sequential Knowledge Editing on ZsRE (10,000 Samples) benchmark leaderboard · SOTA2 Research

Sequential Knowledge Editing on ZsRE (10,000 Samples)

97.8Efficacy Success (Eff)REVIVE

Evaluation Results

Method	Links
REVIVE2026.01		97.8	91.75	26.84
REVIVE2026.01		97.53	91.33	23.4
REVIVE2026.01		94.37	90.57	32.17
REVIVE2026.01		93.4	89.31	31.72
AlphaEdit2026.01		90.57	85.66	30.5
REVIVE2026.01		88.88	83.22	27.87
AlphaEdit2026.01		87.84	78.65	22.31
REVIVE2026.01		84.2	80.27	31.92
REVIVE2026.01		83.45	79.9	32.01
REVIVE2026.01		81.28	74.78	28.2
NSE+REVIVE2026.01		77.83	70.55	24.84
MEMIT+REVIVE2026.01		68.2	60.8	27.09
AlphaEdit+REVIVE2026.01		68.1	57.17	20.35
REVIVE2026.01		63.08	58.9	26.03
RECT+REVIVE2026.01		62.45	55.17	26.2
REVIVE2026.01		56.61	53.3	27.74
MEMIT2026.01		53	46.27	12.76
AlphaEdit2026.01		53	46.27	12.76
NSE2026.01		45.61	45.04	31.27
NSE2026.01		44.03	42.39	24.86
PRUNE+REVIVE2026.01		40.92	37.61	25.29
LLaMA32026.01		35.67	34.81	31.83
NSE2026.01		33.71	32.31	22.7
RECT2026.01		29.8	27.17	6.94
GPT-J2026.01		26.45	25.74	27.04
RECT2026.01		23.6	22.02	12.44
GPT2-XL2026.01		22.17	21.28	24.2
PRUNE2026.01		0.21	0.19	2.06
MEMIT2026.01		0.1	0.1	0.17
MEMIT2026.01		0.08	0.08	1.36
PRUNE2026.01		0.03	0.02	0.05
PRUNE2026.01		0	0	0.08
RECT2026.01		0	0	0