Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Sequence Labeling research benchmarks · SOTA2 Research

Sequence Labeling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Middle unmasking

83.64Micro F1

23

Feb 26, 2026

Sequence repetition

77.79Micro F1

23

Feb 26, 2026

Sequence repetition

81.29Micro F1

23

Feb 26, 2026

RoBERTa-BiLSTM + Global Context Mechanism

77.3F1 Score

20

Feb 26, 2026

RoBERTa-BiLSTM + Global Context Mechanism

69.37F1 Score

20

Feb 26, 2026

RoBERTa + self-attention

78.45F1 Score

20

Feb 26, 2026

RoBERTa-BiLSTM + CRF

70.96F1 Score

20

Feb 26, 2026

KOMPETENCER Danish (DA) (test)

45.6Weighted Macro F1

4

Feb 26, 2026

FIJO French (FR) (test)

42Span F1

4

Feb 26, 2026

GNEHM German (DE) (test)

88.4Span-F1

4

Feb 26, 2026

KOMPETENCER English (EN) (test)

64.3Weighted Macro F1

4

Feb 26, 2026

JOBSTACK English (test)

Transformer (Multi-task)

82.1Span-F1

4

Feb 26, 2026

GREEN English (EN) (test)

51.2Span-F1

4

Feb 26, 2026

SAYFULLINA English (EN) (test)

92.2Span-F1

4

Feb 26, 2026

SKILLSPAN English (test)

62.6Span-F1

4

Feb 26, 2026

Assembly and Algorithmic Tasks

—

—Primary metric

0

Feb 26, 2026

Popular datasets

Restaurant KOMPETENCER Laptop ACE REST

Follow for updates

Join SOTA2 Contact