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Papers Benchmarks Datasets Tasks

Knowledge Editing research benchmarks – Page 4 · SOTA2 Research

Knowledge Editing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MzsRE Edit: Thai, Test: EN

1,400Reliability

9

Feb 26, 2026

MzsRE Edit: Russian, Test: EN

67.22Reliability

9

Feb 26, 2026

MzsRE Edit: Portuguese, Test: EN

5,343Reliability

9

Feb 26, 2026

MzsRE (Edit: French, test: EN)

92.78Reliability

9

Feb 26, 2026

MzsRE Edit: Spanish, Test: EN

92.53Reliability

9

Feb 26, 2026

MzsRE Edit: Dutch, Test: EN

92.38Reliability

9

Feb 26, 2026

MzsRE Edit: Czech, Test: EN

94.59Reliability

9

Feb 26, 2026

0.759Average Accuracy

8

Feb 26, 2026

75.1Reliability

8

Feb 26, 2026

Counterfact (val)

1Relational Score

8

Feb 26, 2026

1Rel.

8

Feb 26, 2026

Counterfact (first 150 edits)

98.67DI Score

8

Feb 26, 2026

MzsRE Edit: Chinese, Overall

87.77Average Score

7

Feb 26, 2026

MzsRE Edit: Chinese, Test: Chinese

100Reliability

7

Feb 26, 2026

MzsRE Edit: Chinese, Test: English

94.78Reliability

7

Feb 26, 2026

MzsRE Edit: English, Test: Chinese

90.42Reliability

7

Feb 26, 2026

Bi-ZsRE Edit in Chinese (test)

93.49Reliability (En Test)

7

Feb 26, 2026

Bi-ZsRE Edit in English (test)

99.97Reliability (Eng)

7

Feb 26, 2026

MMEdit One-Step Editing

98.6Reliability

7

Feb 26, 2026

Knowledge Editing (Edit on English, Test on Chinese) 1.0 (ZH)

80.23Reliability

7

Feb 26, 2026

Knowledge Editing Edit on English, Test on Russian 1.0 (RU)

84.28Reliability

7

Feb 26, 2026

Knowledge Editing Edit on English, Test on German 1.0 (DE)

90.45Reliability

7

Feb 26, 2026

Knowledge Editing Edit on English, Test on Czech 1.0 (CS)

87.61Reliability

7

Feb 26, 2026

Knowledge Editing Edit on English, Test on English 1.0

100Reliability

7

Feb 26, 2026

MzsRE ZH 1.0 (test)

54.78Reliability

7

Feb 26, 2026

Page 4 of 6

Popular datasets

MzsRE Counterfact zsRE MQUAKE Knowledge Editing

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