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ResearchFormerly WizWand

Semantic Tagging

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

90.14APmid

18

May 28, 2026

USAS English (test)

Hybrid Rule/Neural Model

72.5Top-1 Acc

9

Feb 26, 2026

UN Security Council resolutions

99.99Average Content Preservation Ratio

7

Mar 9, 2026

USAS Welsh (test)

Hybrid Rule/Neural Model

72.4Top-1 Acc

5

Feb 26, 2026

USAS Irish (test)

Hybrid Rule/Neural Model

57.1Top-1 Acc

5

Feb 26, 2026

USAS Finnish (test)

Hybrid Rule/Neural Model

60.3Top-1 Acc

5

Feb 26, 2026

USAS Chinese (test)

WSD Bi-Encoder Model

47.9Top-1 Acc

5

Feb 26, 2026