Intent Detection on HWU 10-shot (test)
87.41AccuracyROBERTa-Large + Classifier + ICDA
Evaluation Results
| Method | Links | |
|---|---|---|
| ROBERTa-Large + Classifier + ICDAAugmentation Size=XL2023.02 | 87.41 | |
| ROBERTa-Large + Classifier + ICDAAugmentation Size=M2023.02 | 87.36 | |
| CPFT2023.02 | 87.13 | |
| ROBERTa-Large + Classifier + ICDAAugmentation Size=L2023.02 | 86.94 | |
| CONVBERTAugmentation=+ Combined2023.02 | 86.28 | |
| ROBERTa-Large + Classifier + ICDAAugmentation Size=S2023.02 | 86.25 | |
| USE+CONVERT2023.02 | 85.83 | |
| ROBERTa-Large + Classifier + ICDAAugmentation Size=XS2023.02 | 85.59 | |
| DNNC2023.02 | 84.72 | |
| CONVBERTAugmentation=+ MLM2023.02 | 84.52 | |
| ROBERTa-Large + Classifier2023.02 | 84.11 | |
| CONVBERT2023.02 | 83.77 | |
| USE2023.02 | 83.75 | |
| CONVBERTAugmentation=+ MLM + Example2023.02 | 83.44 | |
| ROBERTa-Base + Classifier2023.02 | 82.9 | |
| CONVERT2023.02 | 82.65 |