Knowledge Editing on ZsRE 10,000 facts benchmark leaderboard · SOTA2 Research

Knowledge Editing on ZsRE 10,000 facts

100ReliabilityGRACE

Evaluation Results

Method	Links
GRACE2025.03		100	3.17	100	67.72
GRACE2025.03		100	3.13	100	67.71
GRACE2025.03		100	5.33	100	68.44
MindBridge2025.03		99.06	83.71	95.77	92.85
MindBridge2025.03		99.03	85.5	92.65	92.39
MEMIT2025.03		86.17	69.7	75.96	77.28
AlphaEdit2025.03		78.64	62.06	73.57	71.43
MindBridge2025.03		78.14	68.17	85.67	77.33
AlphaEdit2025.03		76.95	52.37	62.02	63.78
EMMET2025.03		70.37	60.34	78.37	69.69
EMMET2025.03		70.37	60.34	78.37	69.69
MEMIT2025.03		66.16	59.92	80.51	68.86
EMMET2025.03		62.94	59.64	31.95	51.51
AlphaEdit2025.03		51.82	42.97	53.72	49.5
MEMIT2025.03		47.2	24.7	60.34	50.44
WISE2025.03		36.88	34.53	99.51	56.97
WISE2025.03		29.18	29.18	99.4	52.07
Pre-edited2025.03		27.7	27.08	—	—
WISE2025.03		24.88	24.84	99.98	49.9
Pre-edited2025.03		23.01	22.25	—	—
Pre-edited2025.03		22.44	21.56	—	—
FT-L2025.03		15.73	14.04	9.47	13.08
FT-L2025.03		15.6	15.83	28.21	19.88
FT-L2025.03		5.99	3.92	0.64	3.52
r-ROME2025.03		0.7	0.5	1.01	0.74
r-ROME2025.03		0.09	0.08	0	0.05
r-ROME2025.03		0	0	0	0