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Knowledge Editing research benchmarks – Page 6 · SOTA2 Research

Knowledge Editing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

90.69BLEU

4

Jun 2, 2026

Curated Language Dataset

16.6Boost Delta (%)

4

May 8, 2026

59.253M-hop Success Rate

4

Apr 8, 2026

Knowledge Editing MMLU ScienceQA GSM8K (held-out)

89.2Edit Success

3

Apr 21, 2026

RippleEdits POPULAR 100 single edits

25.7LG

3

Mar 4, 2026

LLaMA2-13B Sequential batch-editing setup

84.7S Score

3

Mar 4, 2026

MzsRE ZH (test)

37.28Reliability

3

Feb 26, 2026

MzsRE TR (test)

4,065Reliability

3

Feb 26, 2026

MzsRE RU (test)

24.5Reliability

3

Feb 26, 2026

MzsRE PT (test)

4,065Reliability

3

Feb 26, 2026

MzsRE FR (test)

42.53Reliability

3

Feb 26, 2026

MzsRE ES (test)

4,159Reliability

3

Feb 26, 2026

MzsRE CS (test)

4,455Reliability

3

Feb 26, 2026

Knowledge Editing Edit on Chinese, Test on English

45.76Reliability

3

Feb 26, 2026

Curated Domain Dataset

—

—Primary metric

0

May 8, 2026

Page 6 of 6

Popular datasets

MzsRE Counterfact zsRE MQUAKE Knowledge Editing

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