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Papers Benchmarks Datasets Tasks

Knowledge Editing research benchmarks – Page 3 · SOTA2 Research

Knowledge Editing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

100Reliability

12

May 12, 2026

100Reliability

12

May 12, 2026

8.1Average Runtime

12

Mar 26, 2026

96Accuracy

12

Mar 24, 2026

92.94Efficiency (Eff.)

12

Mar 11, 2026

Counterfact (test)

99.86RwA

12

Feb 26, 2026

ZsRE 1000 edits Sequential (test)

100Efficiency

12

Feb 26, 2026

ZsRE 500 edits Sequential (test)

100Efficiency

12

Feb 26, 2026

ZsRE 100 edits Sequential (test)

100Efficiency

12

Feb 26, 2026

MzsRE Edit: German, Test: EN

5,276Reliability

12

Feb 26, 2026

100Reliability

10

May 25, 2026

99.8Efficacy

10

Mar 10, 2026

MzsRE VI (test)

6,837Reliability

10

Feb 26, 2026

MzsRE TH (test)

3,244Reliability

10

Feb 26, 2026

MzsRE NL (test)

7,268Reliability

10

Feb 26, 2026

Popular dataset

50CI

10

Feb 26, 2026

Temporal τ=75 GPT-J-6B (OOD)

98Reliability

9

Jun 19, 2026

Temporal τ=10 GPT-J-6B (OOD)

100Reliability

9

Jun 19, 2026

ZsRE massive editing (2,000 items)

97.6Efficacy Success

9

May 4, 2026

91.65Average Score

9

Apr 23, 2026

FINE-KED LLaMA-3 (test)

100Efficacy

9

Mar 26, 2026

FINE-KED GPT-J (test)

100Efficacy

9

Mar 26, 2026

FINE-KED GPT2-XL (test)

99.1Efficacy

9

Mar 26, 2026

MzsRE Edit: Vietnamese, Test: EN

5,491Reliability

9

Feb 26, 2026

MzsRE Edit: Turkish, Test: EN

91.14Reliability

9

Feb 26, 2026

Page 3 of 6

Popular datasets

MzsRE Counterfact zsRE MQUAKE Knowledge Editing

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