Cross-Lingual on MLDoc Zero-Shot English-to-Italian

Metric: Accuracy (higher is better)

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	MultiFiT, pseudo	76.02	No	MultiFiT: Efficient Multi-lingual Language Model...	2019-09-10	Code
2	Massively Multilingual Sentence Embeddings	69.43	No	Massively Multilingual Sentence Embeddings for Z...	2018-12-26	Code
3	MultiCCA + CNN	69.38	No	A Corpus for Multilingual Document Classificatio...	2018-05-24	Code
4	BiLSTM (Europarl)	60.73	No	A Corpus for Multilingual Document Classificatio...	2018-05-24	Code

#1MultiFiT, pseudoSOTA
76.02
Accuracy· 2019-09-10
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning Code
#2Massively Multilingual Sentence EmbeddingsSOTA
69.43
Accuracy· 2018-12-26
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond Code
#3MultiCCA + CNNSOTA
69.38
Accuracy· 2018-05-24
A Corpus for Multilingual Document Classification in Eight Languages Code
#4BiLSTM (Europarl)
60.73
Accuracy· 2018-05-24
A Corpus for Multilingual Document Classification in Eight Languages Code