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Spelling Correction research benchmarks · SOTA2 Research

Spelling Correction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Single Word Spelling Correction (Real)

0.73Accuracy (Seq-Level)

9

Feb 26, 2026

Single Word Spelling Correction (OOV)

82.08Accuracy (Seq-Level)

9

Feb 26, 2026

Single Word Spelling Correction (IV)

78.8Sequence Accuracy

9

Feb 26, 2026

Spelling Correction with Context Dependent Table 2.c

78.4Sequence-level Accuracy

7

Feb 26, 2026

Spelling Correction with Context Independent Table 2.c

87Sequence Accuracy

7

Feb 26, 2026

Tibetan spelling correction dataset

Transformer + Confidence Score mechanism

0.116Loss

4

May 19, 2026

Setswana (test)

Denoising Transformer

94.48Accuracy

1

Feb 26, 2026

Denoising Transformer

91.83Accuracy

1

Feb 26, 2026

Denoising Transformer

93.97Accuracy

1

Feb 26, 2026

Denoising Transformer

83.33Accuracy

1

Feb 26, 2026

Popular datasets

Single Word Spelling Correction Spelling Correction with Context Russian Arabic Greek

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