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Sentence Classification 벤치마크

Sentence Classification on ScienceCite

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F1

84.43 84.57 84.71 84.85 84.99 2019-03 2026-09 SciBERT (SciVocab) — 84.99 (2019-03-26) SciBERT (Base Vocab) — 84.43 (2019-03-26) SciBERT (SciVocab) — 84.99 (2019-03-26) SciBERT (Base Vocab) — 84.43 (2019-03-26) SciBERT (SciVocab) — 84.99 (2019-03-26) SciBERT (Base Vocab) — 84.43 (2019-03-26) SciBERT (SciVocab) — 84.99 (2019-03-26)
RankModel F1 Extra Training Data PaperCodeYear
1 SciBERT (SciVocab) 84.99 ✓ SciBERT: A Pretrained Language Model for Scientific Text allenai/scibert · charles9n/bert-sklearn · tetsu9923/scireviewgen · +3 2019
2 SciBERT (Base Vocab) 84.43 ✓ SciBERT: A Pretrained Language Model for Scientific Text allenai/scibert · charles9n/bert-sklearn · tetsu9923/scireviewgen · +3 2019
3 SciBERT (SciVocab) 84.99 ✓ SciBERT: A Pretrained Language Model for Scientific Text allenai/scibert · charles9n/bert-sklearn · tetsu9923/scireviewgen · +3 2019
4 SciBERT (Base Vocab) 84.43 ✓ SciBERT: A Pretrained Language Model for Scientific Text allenai/scibert · charles9n/bert-sklearn · tetsu9923/scireviewgen · +3 2019
5 SciBERT (SciVocab) 84.99 ✓ SciBERT: A Pretrained Language Model for Scientific Text allenai/scibert · charles9n/bert-sklearn · tetsu9923/scireviewgen · +3 2019
6 SciBERT (Base Vocab) 84.43 ✓ SciBERT: A Pretrained Language Model for Scientific Text allenai/scibert · charles9n/bert-sklearn · tetsu9923/scireviewgen · +3 2019
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