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Models/UNER XML-R (all)

UNER XML-R (all)

Reported on 36 benchmarks across 2 tasks · 1 paper · 36 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing36 results

  • Cross-LingualonUNER v1 - PUD (German)
    F1 (micro)· 2023-11-15
    78.9
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-LingualonUNER v1 (Serbian)
    F1 (micro)· 2023-11-15
    95.2
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-LingualonUNER v1 - PUD (English)
    F1 (micro)· 2023-11-15
    79.5
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-LingualonUNER v1 (Danish)
    F1 (micro)· 2023-11-15
    83
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-LingualonUNER v1 - PUD (Swedish)
    F1 (micro)· 2023-11-15
    85.3
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-LingualonUNER v1 (Cebuano)
    F1 (micro)· 2023-11-15
    69.6
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-LingualonUNER v1 (Croatian)
    F1 (micro)· 2023-11-15
    90.9
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-LingualonUNER v1 (Tagalog U)
    F1 (micro)· 2023-11-15
    63.8
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-LingualonUNER v1 - PUD (Portuguese)
    F1 (micro)· 2023-11-15
    85.1
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-LingualonUNER v1 - PUD (Russian)
    F1 (micro)· 2023-11-15
    70.6
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-LingualonUNER v1 (Slovak)
    F1 (micro)· 2023-11-15
    81.6
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-LingualonUNER v1 (Tagalog T)
    F1 (micro)· 2023-11-15
    91.3
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-LingualonUNER v1 (Chinese Simplified)
    F1 (micro)· 2023-11-15
    87.7
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-LingualonUNER v1 (Portuguese)
    F1 (micro)· 2023-11-15
    82.3
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-LingualonUNER v1 (English)
    F1 (micro)· 2023-11-15
    82.8
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-LingualonUNER v1 (Chinese)
    F1 (micro)· 2023-11-15
    88.2
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-LingualonUNER v1 (Swedish)
    F1 (micro)· 2023-11-15
    88.2
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-LingualonUNER v1 - PUD (Chinese)
    F1 (micro)· 2023-11-15
    86
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-Lingual TransferonUNER v1 - PUD (German)
    F1 (micro)· 2023-11-15
    78.9
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-Lingual TransferonUNER v1 (Serbian)
    F1 (micro)· 2023-11-15
    95.2
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-Lingual TransferonUNER v1 - PUD (English)
    F1 (micro)· 2023-11-15
    79.5
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-Lingual TransferonUNER v1 (Danish)
    F1 (micro)· 2023-11-15
    83
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-Lingual TransferonUNER v1 - PUD (Swedish)
    F1 (micro)· 2023-11-15
    85.3
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-Lingual TransferonUNER v1 (Cebuano)
    F1 (micro)· 2023-11-15
    69.6
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-Lingual TransferonUNER v1 (Croatian)
    F1 (micro)· 2023-11-15
    90.9
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-Lingual TransferonUNER v1 (Tagalog U)
    F1 (micro)· 2023-11-15
    63.8
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-Lingual TransferonUNER v1 - PUD (Portuguese)
    F1 (micro)· 2023-11-15
    85.1
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-Lingual TransferonUNER v1 - PUD (Russian)
    F1 (micro)· 2023-11-15
    70.6
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-Lingual TransferonUNER v1 (Slovak)
    F1 (micro)· 2023-11-15
    81.6
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-Lingual TransferonUNER v1 (Tagalog T)
    F1 (micro)· 2023-11-15
    91.3
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-Lingual TransferonUNER v1 (Chinese Simplified)
    F1 (micro)· 2023-11-15
    87.7
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-Lingual TransferonUNER v1 (Portuguese)
    F1 (micro)· 2023-11-15
    82.3
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-Lingual TransferonUNER v1 (English)
    F1 (micro)· 2023-11-15
    82.8
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-Lingual TransferonUNER v1 (Chinese)
    F1 (micro)· 2023-11-15
    88.2
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-Lingual TransferonUNER v1 (Swedish)
    F1 (micro)· 2023-11-15
    88.2
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Cross-Lingual TransferonUNER v1 - PUD (Chinese)
    F1 (micro)· 2023-11-15
    86
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122