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Models/Character-BERT+RS

Character-BERT+RS

Reported on 9 benchmarks across 7 tasks · 1 paper · 9 SOTA

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

Methodology5 results

Generalized Few-Shot ClassificationonLot-insts
Macro-F1· 2023-02-19
65.9
SOTA
Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset arXiv:2302.09509
Long-tail LearningonLot-insts
Macro-F1· 2023-02-19
65.9
SOTA
Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset arXiv:2302.09509
Generalized Few-Shot LearningonLot-insts
Macro-F1· 2023-02-19
65.9
SOTA
Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset arXiv:2302.09509
ClassificationonLot-insts
Accuracy· 2023-02-19
83.73
SOTA
Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset arXiv:2302.09509
ClassificationonLot-insts
Macro-F1· 2023-02-19
65.9
SOTA
Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset arXiv:2302.09509

Natural Language Processing2 results

Text ClassificationonLot-insts
Accuracy· 2023-02-19
83.73
SOTA
Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset arXiv:2302.09509
Text ClassificationonLot-insts
Macro-F1· 2023-02-19
65.9
SOTA
Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset arXiv:2302.09509

Computer Vision2 results

Image ClassificationonLot-insts
Macro-F1· 2023-02-19
65.9
SOTA
Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset arXiv:2302.09509
Few-Shot Image ClassificationonLot-insts
Macro-F1· 2023-02-19
65.9
SOTA
Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset arXiv:2302.09509