Can BERT eat RuCoLA? Topological Data Analysis to Explain

Benchmark Model Rank Results
linguistic-acceptability-on-colaBERT+TDA#2Accuracy: 88.2%MCC: 0.726
linguistic-acceptability-on-colaRoBERTa+TDA#3Accuracy: 87.3%MCC: 0.695
linguistic-acceptability-on-rucolaRu-RoBERTa+TDA#1MCC: 0.594Accuracy: 85.7
linguistic-acceptability-on-rucolaRu-BERT+TDA#3MCC: 0.478Accuracy: 80.1