paper-with-me

Document Classification 벤치마크

Document Classification on AAPD

6개 결과 · ⬇ CSV · JSON

F1

69.6 70.42 71.25 72.08 72.9 2019-04 2026-11 KD-LSTMreg — 72.9 (2019-04-17) KD-LSTMreg — 72.9 (2019-04-17) KD-LSTMreg — 72.9 (2019-04-17) MAGNET — 69.6 (2020-02-24) MAGNET — 69.6 (2020-02-24) MAGNET — 69.6 (2020-02-24) KD-LSTMreg — 72.9 (2019-04-17)
RankModel F1 PaperCodeYear
1 KD-LSTMreg 72.9 DocBERT: BERT for Document Classification castorini/hedwig · dki-lab/covid19-classification · helenabalabin/covid-19-document-classification 2019
2 MAGNET 69.6 MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network adrinta/MAGNET · akash18tripathi/MAGNET-Multi-Label-Text-Classi-cation-using-Attention-based-Graph-Neural-Network 2020
3 KD-LSTMreg 72.9 DocBERT: BERT for Document Classification castorini/hedwig · dki-lab/covid19-classification · helenabalabin/covid-19-document-classification 2019
4 MAGNET 69.6 MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network adrinta/MAGNET · akash18tripathi/MAGNET-Multi-Label-Text-Classi-cation-using-Attention-based-Graph-Neural-Network 2020
5 KD-LSTMreg 72.9 DocBERT: BERT for Document Classification castorini/hedwig · dki-lab/covid19-classification · helenabalabin/covid-19-document-classification 2019
6 MAGNET 69.6 MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network adrinta/MAGNET · akash18tripathi/MAGNET-Multi-Label-Text-Classi-cation-using-Attention-based-Graph-Neural-Network 2020
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