Text Classification on Amazon-2 20 examples (test)
3.5Error RateBERT_FINETUNE + UDA
Evaluation results
| Method | Links | |
|---|---|---|
| BERT_FINETUNE + UDAUDA=true, Sequence Length=5122019.04 | 3.5 | |
| BERT_LARGE + UDAUDA=true, Sequence Length=5122019.04 | 3.93 | |
| BERT_BASE + UDAUDA=true, Sequence Length=5122019.04 | 3.96 | |
| BERT_FINETUNEUDA=false, Sequence Length=5122019.04 | 12.17 | |
| BERT_LARGEUDA=false, Sequence Length=5122019.04 | 15.54 | |
| Random + UDAUDA=true, Sequence Length=5122019.04 | 16.16 | |
| BERT_BASEUDA=false, Sequence Length=5122019.04 | 26.75 | |
| RandomUDA=false, Sequence Length=5122019.04 | 45.39 |