Part-of-Speech Tagging on UD (Universal Dependencies) Indonesian (test)
93.7AccuracyStanza
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Stanzasupervised=true2026.02 | 93.7 | — | |
| VSL-GG-HierWord Embeddings=Wikipedia2019.06 | 92.8 | 0.1 | |
| VSL-GG-FlatWord Embeddings=Wikipedia2019.06 | 92.4 | 0.1 | |
| VSL-GWord Embeddings=Wikipedia2019.06 | 92.3 | 0 | |
| BiGRU baselineWord Embeddings=Wikipedia2019.06 | 92.2 | — | |
| NCRF-AEWord Embeddings=UD training sets2019.06 | 89.1 | 0.3 | |
| NCRFWord Embeddings=UD training sets2019.06 | 88.4 | — | |
| multi-source projection techniquemulti-source=true2026.02 | 87.3 | — | |
| fully unsupervised cross-lingual POS tagging frameworksource_language=English2026.02 | 87.1 | — | |
| Eskander et al.source_language=English2026.02 | 84.1 | — | |
| Eskander et al.source_language=Spanish2026.02 | 83.5 | — | |
| fully unsupervised cross-lingual POS tagging frameworksource_language=Spanish2026.02 | 83.4 | — | |
| Eskander et al.multi-source=true2026.02 | 83 | — | |
| fully unsupervised cross-lingual POS tagging frameworksource_language=French2026.02 | 82.9 | — | |
| Eskander et al.source_language=French2026.02 | 82.9 | — | |
| Eskander et al.source_language=German2026.02 | 81.2 | — | |
| fully unsupervised cross-lingual POS tagging frameworksource_language=German2026.02 | 79.9 | — |