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Papers Benchmarks Datasets Tasks

WikiBigEdit dataset and benchmarks · SOTA2 Research

Research Datasets

WikiBigEdit

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Lifelong Model Editing

WikiBigEdit

81.22Efficacy

63

WikiBigEdit

79.6Efficacy

49

WikiBigEdit

69.5MMLU

34

Hallucination Correction

WikiBigEdit

1Error Rate (ERR)

24

WikiBigEdit 3,000 samples (test)

99.9Reliability

13

Sequential Model Editing

WikiBigEdit (500K edits)

74.54Efficacy

12

WikiBigEdit 500K edits

74.54Efficacy

9

Sequential Knowledge Editing

WikiBigEdit

99.2Reliability

6

Popular tasks

Model Editing Sequential Model Editing Sequential Knowledge Editing Hallucination Correction Lifelong Model Editing

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