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Lifelong Knowledge Editing research benchmarks · SOTA2 Research

Lifelong Knowledge Editing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

E-VQA Lifelong Sequential

96.67Rel. Score

72

Feb 26, 2026

75.1Reliability

14

Feb 26, 2026

67.1Reliability

14

Feb 26, 2026

73.5Reliability

14

Feb 26, 2026

VLKEB Lifelong Sequential

98.77Reliability

12

Feb 26, 2026

E-IC Lifelong Sequential

82.16Relational Score

6

Feb 26, 2026

Lifelong Editing on GPT-2 XL 1024 edits (test)

19.3Score (S)

6

Feb 26, 2026

Lifelong Editing on GPT-J 1024 edits (test)

14.6Score (S)

4

Feb 26, 2026

Popular datasets

Lifelong Editing Counterfact E-VQA zsRE VLKEB

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