Text Classification on Reuters-21578

Metric: F1 (higher is better)

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#	Model↕	F1▼	Extra Data	Paper	Date↕	Code
1	MAGNET	89.9	No	-	-	Code
2	VLAWE	89.3	No	Vector of Locally-Aggregated Word Embeddings (VL...	2019-02-23	Code
3	KD-LSTMreg	88.9	No	DocBERT: BERT for Document Classification	2019-04-17	Code
4	LSTM-reg (single model)	87	No	-	-	Code
5	SCDV-MS	82.71	No	Improving Document Classification with Multi-Sen...	2019-11-18	Code

#1MAGNET
89.9
F1
No paperCode
#2VLAWESOTA
89.3
F1· 2019-02-23
Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation Code
#3KD-LSTMreg
88.9
F1· 2019-04-17
DocBERT: BERT for Document Classification Code
#4LSTM-reg (single model)
87
F1
No paperCode
#5SCDV-MS
82.71
F1· 2019-11-18
Improving Document Classification with Multi-Sense Embeddings Code