Text Classification on IMDb 20 examples (test)
4.2Error RateBERT_FINETUNE + UDA
Evaluation results
| Method | Links | |
|---|---|---|
| BERT_FINETUNE + UDAUDA=true, Sequence Length=5122019.04 | 4.2 | |
| BERT_LARGE + UDAUDA=true, Sequence Length=5122019.04 | 4.78 | |
| BERT_BASE + UDAUDA=true, Sequence Length=5122019.04 | 5.45 | |
| BERT_FINETUNEUDA=false, Sequence Length=5122019.04 | 6.5 | |
| BERT_LARGEUDA=false, Sequence Length=5122019.04 | 11.72 | |
| BERT_BASEUDA=false, Sequence Length=5122019.04 | 18.4 | |
| Random + UDAUDA=true, Sequence Length=5122019.04 | 25.23 | |
| RandomUDA=false, Sequence Length=5122019.04 | 43.27 |