MLDoc Zero-Shot English-to-French
Error rate
XLMft UDA
Cross-Lingual Sentiment Classification
5.95
MLDoc Zero-Shot English-to-German
Error rate
XLMft UDA
Cross-Lingual Sentiment Classification
6.12
MLDoc Zero-Shot English-to-Chinese
Error rate
XLMft UDA
Cross-Lingual Sentiment Classification
7.74
Dianping (Yelp train)
Error rate
XLMft UDA
Cross-Lingual Sentiment Classification
4.64
MLDoc Zero-Shot English-to-French
Error rate
XLMft UDA
Cross-Lingual Document Classification
3.95
MLDoc Zero-Shot English-to-German
Error rate
XLMft UDA
Cross-Lingual Document Classification
3.05
MLDoc Zero-Shot English-to-Spanish
Error rate
XLMft UDA
Cross-Lingual Document Classification
3.2
MLDoc Zero-Shot English-to-Chinese
Error rate
XLMft UDA
Cross-Lingual Document Classification
6.68
MLDoc Zero-Shot English-to-Russian
Error rate
XLMft UDA
Cross-Lingual Document Classification
10.3
Yelp (Amazon en train)
Error rate
XLMft UDA
Cross-Domain Document Classification
3.34
Amazon en (Yelp train)
Error rate
XLMft UDA
Cross-Domain Document Classification
7.57
Dianping (Amazon cn train)
Error rate
XLMft UDA
Cross-Domain Document Classification
4.64
Amazon cn (Dianping train)
Error rate
XLMft UDA
Cross-Domain Document Classification
7.74