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Acceptability Classification on CoLA out-of-domain (dev test)

84.9Accuracy

En-ROBERTa

Updated 4d ago

Evaluation Results

Method	Links
En-ROBERTa 2023.04		84.9	0.637
En-ROBERTa + TDA 2023.04		83.5	0.62
En-ROBERTa + TDAext 2023.04		83.1	0.604
En-BERT + TDA 2022.05		82.1	0.565
En-BERT 2023.04		82	0.561
En-BERT + TDA 2023.04		81.4	0.548
En-BERT + HOM 2022.05		81.2	0.542
En-BERT 2022.05		81	0.536
En-BERT + TDAext 2023.04		81	0.556
XLM-R + TDA 2022.05		80.4	0.522
XLM-R 2022.05		79.3	0.489
En-ROBERTa + TDA 2023.04		78.5	0.464
XLM-R + HOM 2022.05		77.7	0.445
En-ROBERTa + TDAext 2023.04		77.3	0.476
En-BERT + TDA 2022.05		76.7	0.42
En-BERT + HOM 2022.05		75.2	0.372
En-ROBERTa 2023.04		75	0.362
En-BERT + TDAext 2023.04		73.1	0.369
XLM-R + TDA 2022.05		70.3	0.297
XLM-R + HOM 2022.05		69.8	0.187
En-BERT 2022.05		69	0.082
XLM-R 2022.05		68.6	0.072
En-BERT + TDA 2023.04		68.4	0.335
En-BERT 2023.04		64.3	0.124