Intent Detection on HWU 5-shot (test)
0.8245AccuracyROBERTa-Large + Classifier + ICDA
Evaluation Results
| Method | Links | |
|---|---|---|
| ROBERTa-Large + Classifier + ICDAAugmentation Size=XL2023.02 | 0.8245 | |
| CPFT2023.02 | 0.8203 | |
| ROBERTa-Large + Classifier + ICDAAugmentation Size=S2023.02 | 0.8197 | |
| ROBERTa-Large + Classifier + ICDAAugmentation Size=L2023.02 | 0.8197 | |
| ROBERTa-Large + Classifier + ICDAAugmentation Size=M2023.02 | 0.8184 | |
| ROBERTa-Large + Classifier + ICDAAugmentation Size=XS2023.02 | 0.8132 | |
| DNNC2023.02 | 0.8046 | |
| USE+CONVERT2023.02 | 0.8001 | |
| USE2023.02 | 0.7779 | |
| CONVERT2023.02 | 0.7695 | |
| ROBERTa-Base + Classifier2023.02 | 0.7556 | |
| ROBERTa-Large + Classifier2023.02 | 0.7444 |