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Papers Benchmarks Datasets Tasks

Morphological Segmentation research benchmarks · SOTA2 Research

Morphological Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NEMO Corpus (test)

Previous SOTA (NEMO)

100Aligned mset F1

15

Feb 26, 2026

Held-out multilingual (test)

0.091arp Error

4

Feb 26, 2026

UD Corpus Hebrew (test)

0.982Segmentation F1

4

Feb 26, 2026

Compound 2023 (test)

68.07Accuracy

4

Feb 26, 2026

Morpho Challenge 2010 (test)

37.9Accuracy

4

Feb 26, 2026

SIGMORPHON nyb 2023 (test)

2Morpheme Error Rate

3

Mar 20, 2026

SIGMORPHON ntu 2023 (test)

9Morpheme Error Rate

3

Mar 20, 2026

SIGMORPHON lez 2023 (test)

11Morpheme Error Rate

3

Mar 20, 2026

SIGMORPHON git 2023 (test)

0.57Morpheme Error Rate

3

Mar 20, 2026

SIGMORPHON ddo 2023 (test)

2Morpheme Error Rate

3

Mar 20, 2026

SIGMORPHON usp 2023 (test)

15Morpheme Error Rate

3

Mar 20, 2026

SIGMORPHON arp 2023 (test)

7Morpheme Error Rate

3

Mar 20, 2026

Popular datasets

SIGMORPHON Morpho Challenge Compound UD Corpus NEMO Corpus

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