Closed-Set Classification on LoT-insts Many-shot (test)
90.01AccuracyBERT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BERT2023.02 | 90.01 | 82.09 | |
| BERTresampling=true, further pretrain=true2023.02 | 90.01 | 82.43 | |
| BERTresampling=true2023.02 | 89.67 | 82.28 | |
| character-level BERT-based model2023.02 | 89.12 | 81.66 | |
| CD-V12023.02 | 86.32 | 76.88 | |
| FastText2023.02 | 85.08 | 69.84 | |
| sCool2023.02 | 84.41 | 74.09 | |
| Naive Bayes2023.02 | 78.74 | 69.8 |