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Papers Benchmarks Datasets Tasks

Handwritten character recognition research benchmarks · SOTA2 Research

Handwritten character recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Bengali handwritten characters (test)

98.84Accuracy

13

Apr 14, 2026

Bengali handwritten characters (train)

99.71Accuracy

13

Apr 14, 2026

EMNIST 8 (test)

83.5Average Accuracy

7

Feb 26, 2026

FEMNIST 7 (test)

79.9Avg Accuracy

7

Feb 26, 2026

Chinese Radicals (test)

93.37Test Accuracy

5

Feb 26, 2026

99.17Test Accuracy

5

Feb 26, 2026

BanglaLekha-Isolated Dataset 1 (test)

95.77Accuracy

4

Mar 4, 2026

96.12Accuracy

3

Jun 18, 2026

Primary (train)

Proposed (MHCAF-Net)

99.71Accuracy

2

Apr 14, 2026

Proposed (MHCAF-Net)

98.5Accuracy

2

Apr 14, 2026

Proposed (MHCAF-Net)

98.84Accuracy

2

Apr 14, 2026

95.82Accuracy

1

Apr 14, 2026

95.2Accuracy

1

Apr 14, 2026

95.2Accuracy

1

Apr 14, 2026

Popular datasets

mixed Primary Bengali handwritten characters Digits EMNIST

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