Intent Detection on CLINC 10-shot (test)
94.84AccuracyROBERTa-Large + Classifier + ICDA
Evaluation Results
| Method | Links | |
|---|---|---|
| ROBERTa-Large + Classifier + ICDAAugmentation Size=XL2023.02 | 94.84 | |
| ROBERTa-Large + Classifier + ICDAAugmentation Size=L2023.02 | 94.73 | |
| ROBERTa-Large + Classifier + ICDAAugmentation Size=M2023.02 | 94.71 | |
| CPFT2023.02 | 94.18 | |
| ROBERTa-Large + Classifier + ICDAAugmentation Size=S2023.02 | 93.98 | |
| CONVBERTAugmentation=+ Combined2023.02 | 93.97 | |
| DNNC2023.02 | 93.76 | |
| ROBERTa-Large + Classifier + ICDAAugmentation Size=XS2023.02 | 93.71 | |
| ROBERTa-Large + Classifier2023.02 | 93.56 | |
| USE+CONVERT2023.02 | 93.26 | |
| CONVBERTAugmentation=+ MLM2023.02 | 92.75 | |
| CONVERT2023.02 | 92.62 | |
| CONVBERTAugmentation=+ MLM + Example2023.02 | 92.35 | |
| CONVBERT2023.02 | 92.1 | |
| ROBERTa-Base + Classifier2023.02 | 91.55 | |
| USE2023.02 | 90.85 |