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Models/KD-LSTMreg

KD-LSTMreg

Reported on 9 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Natural Language Processing6 results

Text ClassificationonAAPD
F1· 2019-04-17
72.9
SOTA
DocBERT: BERT for Document Classification arXiv:1904.08398
Text ClassificationonYelp-14
Accuracy· 2019-04-17
69.4
SOTA
DocBERT: BERT for Document Classification arXiv:1904.08398
Document ClassificationonAAPD
F1· 2019-04-17
72.9
SOTA
DocBERT: BERT for Document Classification arXiv:1904.08398
Document ClassificationonYelp-14
Accuracy· 2019-04-17
69.4
SOTA
DocBERT: BERT for Document Classification arXiv:1904.08398
Text ClassificationonReuters-21578
F1· 2019-04-17
88.9
best: 89.9 (MAGNET)
DocBERT: BERT for Document Classification arXiv:1904.08398
Document ClassificationonReuters-21578
F1· 2019-04-17
88.9
best: 89.9 (MAGNET)
DocBERT: BERT for Document Classification arXiv:1904.08398

Methodology3 results

ClassificationonAAPD
F1· 2019-04-17
72.9
SOTA
DocBERT: BERT for Document Classification arXiv:1904.08398
ClassificationonYelp-14
Accuracy· 2019-04-17
69.4
SOTA
DocBERT: BERT for Document Classification arXiv:1904.08398
ClassificationonReuters-21578
F1· 2019-04-17
88.9
best: 89.9 (MAGNET)
DocBERT: BERT for Document Classification arXiv:1904.08398