Text Classification on Amazon-5 2.5k examples (test)
37.12Error RateBERT_FINETUNE + UDA
Evaluation results
| Method | Links | |
|---|---|---|
| BERT_FINETUNE + UDAUDA=true, Sequence Length=5122019.04 | 37.12 | |
| BERT_FINETUNEUDA=false, Sequence Length=5122019.04 | 37.32 | |
| BERT_LARGE + UDAUDA=true, Sequence Length=5122019.04 | 37.8 | |
| BERT_BASE + UDAUDA=true, Sequence Length=5122019.04 | 38.4 | |
| BERT_LARGEUDA=false, Sequence Length=5122019.04 | 42.3 | |
| BERT_BASEUDA=false, Sequence Length=5122019.04 | 44.09 | |
| Random + UDAUDA=true, Sequence Length=5122019.04 | 44.19 | |
| RandomUDA=false, Sequence Length=5122019.04 | 55.7 |