Knowledge Editing on RippleEdits POPULAR (full requested-edit set) benchmark leaderboard · SOTA2 Research

Knowledge Editing on RippleEdits POPULAR (full requested-edit set)

99.2Rel.SAKE

Evaluation Results

Method	Links
SAKE2026.06		99.2	60.7	47.1	68.4	56.2	45.9
AlphaEdit2026.06		99.2	60.5	43.2	62.6	55.7	41.4
AlphaEdit2026.06		99.1	60.4	43.5	62.5	43.6	33.2
SAKE2026.06		99.1	62.5	49.3	66.4	58.7	49.7
MEMIT2026.06		98.9	54.8	32.6	53.2	39.7	31.4
AlphaEdit2026.06		98.9	60.4	43.8	62.4	31.8	28.7
AlphaEditChain2026.06		98.9	62.7	47.5	67.1	55.6	47.3
AlphaEditChain2026.06		98.8	61.2	46.8	63.3	46.1	45.8
GLAME2026.06		98.7	60.1	46.5	64.2	47.3	46.9
SUIT2026.06		98.7	60.5	47.8	67.3	54.1	44.2
GLAME2026.06		98.7	63.1	48.6	65.3	56.3	48.4
SUIT2026.06		98.7	61.6	48.4	68.5	58.2	47.6
SUIT2026.06		98.6	60.2	47.1	63.7	50.4	44.3
AlphaEditChain2026.06		98.6	60.9	48.2	66.7	52.4	43.8
SAKE2026.06		98.5	59.3	47.3	67.3	49.2	50.2
GLAME2026.06		98.4	62.4	47.3	67.8	52.6	43.5
AlphaEditBLUE2026.06		98.4	56.9	44.6	64.4	54.3	34.5
AlphaEditBLUE2026.06		98.3	59.7	47.2	65.8	43.6	43.1
AlphaEditBLUE2026.06		98.3	58.3	45.8	65.1	48.8	38.9
ROME2026.06		97.4	51.4	28.4	67.7	39	32.2
ROME2026.06		96.8	52.6	32.8	62.9	37.5	34.2
JNO2026.06		96.3	67.3	55.3	76.5	65.6	60.1
ROME2026.06		96.3	53.8	37.3	58.2	36.1	36.1
JNO2026.06		96.2	72.1	58.2	73.3	72.4	63.8
JNO2026.06		95.9	65.6	56.4	74.1	58.8	61.8
PMET2026.06		95.8	56.2	35.4	59.6	41.3	38.2
MEMIT2026.06		95.2	58.3	38.9	61.1	43.5	37.6
MEMIT2026.06		95.1	56.5	35.7	57.1	41.6	35.6
PMET2026.06		94.5	59.2	40.9	59.3	47.1	42.8
PMET2026.06		93.4	53.6	29.2	60.1	36.3	34.3