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Models/Lbl2TransformerVec

Lbl2TransformerVec

Reported on 8 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Natural Language Processing4 results

Text ClassificationonMedical Abstracts
F1-score· 2022-11-29
56.46
SOTA
Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches arXiv:2211.16285
Text Classificationon20NewsGroups
F1-score· 2022-11-29
6469
SOTA
Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches arXiv:2211.16285
Text ClassificationonYahoo! Answers
F1-score· 2022-11-29
55.84
SOTA
Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches arXiv:2211.16285
Text ClassificationonAG News
F1-score· 2022-11-29
8379
SOTA
Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches arXiv:2211.16285

Methodology4 results

ClassificationonMedical Abstracts
F1-score· 2022-11-29
56.46
SOTA
Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches arXiv:2211.16285
Classificationon20NewsGroups
F1-score· 2022-11-29
6469
SOTA
Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches arXiv:2211.16285
ClassificationonYahoo! Answers
F1-score· 2022-11-29
55.84
SOTA
Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches arXiv:2211.16285
ClassificationonAG News
F1-score· 2022-11-29
8379
SOTA
Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches arXiv:2211.16285