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Models/DL-MNAV

DL-MNAV

Reported on 16 benchmarks across 4 tasks · 1 paper · 16 SOTA

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

Natural Language Processing8 results

  • Relation ExtractiononDocRED
    F1 (1-Doc)· 2022-05-04
    7.05
    SOTA
    Few-Shot Document-Level Relation ExtractionarXiv:2205.02048
  • Relation ExtractiononDocRED
    F1 (3-Doc)· 2022-05-04
    8.42
    SOTA
    Few-Shot Document-Level Relation ExtractionarXiv:2205.02048
  • Relation ExtractiononFREDo
    F1 (1-Doc)· 2022-05-04
    7.05
    SOTA
    Few-Shot Document-Level Relation ExtractionarXiv:2205.02048
  • Relation ExtractiononFREDo
    F1 (3-Doc)· 2022-05-04
    8.42
    SOTA
    Few-Shot Document-Level Relation ExtractionarXiv:2205.02048
  • Relation ClassificationonDocRED
    F1 (1-Doc)· 2022-05-04
    7.05
    SOTA
    Few-Shot Document-Level Relation ExtractionarXiv:2205.02048
  • Relation ClassificationonDocRED
    F1 (3-Doc)· 2022-05-04
    8.42
    SOTA
    Few-Shot Document-Level Relation ExtractionarXiv:2205.02048
  • Relation ClassificationonFREDo
    F1 (1-Doc)· 2022-05-04
    7.05
    SOTA
    Few-Shot Document-Level Relation ExtractionarXiv:2205.02048
  • Relation ClassificationonFREDo
    F1 (3-Doc)· 2022-05-04
    8.42
    SOTA
    Few-Shot Document-Level Relation ExtractionarXiv:2205.02048

Methodology8 results

  • Few-Shot LearningonDocRED
    F1 (1-Doc)· 2022-05-04
    7.05
    SOTA
    Few-Shot Document-Level Relation ExtractionarXiv:2205.02048
  • Few-Shot LearningonDocRED
    F1 (3-Doc)· 2022-05-04
    8.42
    SOTA
    Few-Shot Document-Level Relation ExtractionarXiv:2205.02048
  • Few-Shot LearningonFREDo
    F1 (1-Doc)· 2022-05-04
    7.05
    SOTA
    Few-Shot Document-Level Relation ExtractionarXiv:2205.02048
  • Few-Shot LearningonFREDo
    F1 (3-Doc)· 2022-05-04
    8.42
    SOTA
    Few-Shot Document-Level Relation ExtractionarXiv:2205.02048
  • Meta-LearningonDocRED
    F1 (1-Doc)· 2022-05-04
    7.05
    SOTA
    Few-Shot Document-Level Relation ExtractionarXiv:2205.02048
  • Meta-LearningonDocRED
    F1 (3-Doc)· 2022-05-04
    8.42
    SOTA
    Few-Shot Document-Level Relation ExtractionarXiv:2205.02048
  • Meta-LearningonFREDo
    F1 (1-Doc)· 2022-05-04
    7.05
    SOTA
    Few-Shot Document-Level Relation ExtractionarXiv:2205.02048
  • Meta-LearningonFREDo
    F1 (3-Doc)· 2022-05-04
    8.42
    SOTA
    Few-Shot Document-Level Relation ExtractionarXiv:2205.02048