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Papers Benchmarks Datasets Tasks

Neural Pipeline research benchmarks · SOTA2 Research

Neural Pipeline

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Universal Dependencies French-GSD v2.5 (test)

99.7Token Coverage

7

Feb 26, 2026

Universal Dependencies Chinese-GSD 2.5 (test)

97.01Token Accuracy

5

Feb 26, 2026

Universal Dependencies Arabic-PADT 2.5 (test)

99.98Token Acc

5

Feb 26, 2026

Universal Dependencies Spanish-AnCora 2.5 (test)

99.98Token Accuracy

3

Feb 26, 2026

Universal Dependencies English-EWT 2.5 (test)

99.01Token Accuracy

3

Feb 26, 2026

Universal Dependencies Overall (100 treebanks) 2.5 (test)

99.09Token Accuracy

1

Feb 26, 2026

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Universal Dependencies

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