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Models/UNER XML-R

UNER XML-R

Reported on 13 benchmarks across 1 task · 1 paper · 13 SOTA

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

Natural Language Processing13 results

  • Named Entity Recognition (NER)onUNER v1 (Croatian)
    F1 (micro)· 2023-11-15
    93.6
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Named Entity Recognition (NER)onUNER v1 (Portuguese)
    F1 (micro)· 2023-11-15
    90.4
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Named Entity Recognition (NER)onUNER v1 (English)
    F1 (micro)· 2023-11-15
    86
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Named Entity Recognition (NER)onUNER v1 - PUD (Swedish)
    F1 (micro)· 2023-11-15
    82.2
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Named Entity Recognition (NER)onUNER v1 - PUD (English)
    F1 (micro)· 2023-11-15
    80.1
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Named Entity Recognition (NER)onUNER v1 (Chinese)
    F1 (micro)· 2023-11-15
    89.5
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Named Entity Recognition (NER)onUNER v1 (Serbian)
    F1 (micro)· 2023-11-15
    94.7
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Named Entity Recognition (NER)onUNER v1 (Danish)
    F1 (micro)· 2023-11-15
    82.7
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Named Entity Recognition (NER)onUNER v1 (Swedish)
    F1 (micro)· 2023-11-15
    88.3
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Named Entity Recognition (NER)onUNER v1 - PUD (Chinese)
    F1 (micro)· 2023-11-15
    87.1
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Named Entity Recognition (NER)onUNER v1 (Chinese Simplified)
    F1 (micro)· 2023-11-15
    89.4
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Named Entity Recognition (NER)onUNER v1 (Slovak)
    F1 (micro)· 2023-11-15
    85.5
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122
  • Named Entity Recognition (NER)onUNER v1 - PUD (Portuguese)
    F1 (micro)· 2023-11-15
    88.8
    SOTA
    Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkarXiv:2311.09122