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Papers Benchmarks Datasets Tasks

Sonar dataset and benchmarks – Page 3 · SOTA2 Research

Research Datasets

Sonar

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Part-of-speech tagging

SoNaR-1 coarse (dev)

98.6Accuracy

3

Spatio-Temporal Relation

SoNaR-1 (test)

64.3Macro F1

3

Spatio-Temporal Relation

SoNaR-1 (dev)

68.5Macro F1

3

Spatio-Temporal Relation

SoNaR-1 (train)

81.9Macro F1

3

Semantic Role Labeling Modifiers

SoNaR-1 (dev)

66.2F1 Score

3

Semantic Role Labeling Modifiers

SoNaR-1 (train)

88.5F1 Score

3

Semantic Role Labeling Predicate-arguments

SoNaR-1 (dev)

84.3F1 Score

3

Sonar

8EER

2

SHAP value computation

Sonar (test)

13Median Runtime (s)

1

SHAP value calculation

Sonar

13Median Runtime (s)

1

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Popular tasks

Classification Binary Classification Part-of-Speech Tagging Spatio-Temporal Relation Abductive Explanation Generation

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