Open Intent Detection on StackOverflow_CG (test)
78.57F1 (IND)DA-ADB
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DA-ADBKnown intent ratio=75%2023.08 | 78.57 | 65.8 | 77.77 | 74.51 | |
| DA-ADB+GPTAUG-WP10Known intent ratio=75%2023.08 | 77.77 | 60.62 | 76.7 | 72.52 | |
| DA-ADB+GPTAUG-F4Known intent ratio=75%2023.08 | 76.87 | 60.79 | 75.86 | 71.51 | |
| ADBKnown intent ratio=75%2023.08 | 76.13 | 61.56 | 75.22 | 71.58 | |
| DA-ADBKnown intent ratio=50%2023.08 | 75.97 | 81.75 | 76.49 | 79.14 | |
| ADB+GPTAUG-F4Known intent ratio=75%2023.08 | 75.72 | 61.68 | 74.84 | 71.08 | |
| ADB+GPTAUG-F10Known intent ratio=75%2023.08 | 75.35 | 61.15 | 74.46 | 70.61 | |
| ADB+GPTAUG-WP10Known intent ratio=75%2023.08 | 73.86 | 49.92 | 72.37 | 67.67 | |
| DA-ADB+GPTAUG-F10Known intent ratio=75%2023.08 | 73.65 | 54.81 | 72.48 | 68.1 | |
| DA-ADB+GPTAUG-F4Known intent ratio=50%2023.08 | 72.28 | 74.07 | 72.44 | 73.88 | |
| ADB+GPTAUG-F4Known intent ratio=50%2023.08 | 71.58 | 77.03 | 72.08 | 74.37 | |
| ADBKnown intent ratio=50%2023.08 | 71.45 | 76.14 | 71.88 | 73.58 | |
| ADB+GPTAUG-F10Known intent ratio=50%2023.08 | 70.97 | 77.56 | 71.57 | 74.52 | |
| DA-ADB+GPTAUG-F10Known intent ratio=50%2023.08 | 70.32 | 74.78 | 70.72 | 73.27 | |
| DA-ADB+GPTAUG-WP10Known intent ratio=50%2023.08 | 69.91 | 64.58 | 69.43 | 66.65 | |
| ADB+GPTAUG-WP10Known intent ratio=50%2023.08 | 67.04 | 64.13 | 66.78 | 65.37 | |
| DA-ADBKnown intent ratio=25%2023.08 | 62.32 | 84.84 | 66.08 | 77.68 | |
| ADB+GPTAUG-F4Known intent ratio=25%2023.08 | 60.94 | 82.62 | 64.55 | 75.32 | |
| DA-ADB+GPTAUG-F4Known intent ratio=25%2023.08 | 59.97 | 78.03 | 62.98 | 70.79 | |
| DA-ADB+GPTAUG-F10Known intent ratio=25%2023.08 | 59.82 | 75.31 | 62.4 | 70.1 | |
| ADB+GPTAUG-F10Known intent ratio=25%2023.08 | 58.99 | 80.34 | 62.55 | 72.66 | |
| ADBKnown intent ratio=25%2023.08 | 58.37 | 79.04 | 61.82 | 71.35 | |
| DA-ADB+GPTAUG-WP10Known intent ratio=25%2023.08 | 54.61 | 64.87 | 56.32 | 59.22 | |
| ADB+GPTAUG-WP10Known intent ratio=25%2023.08 | 51.62 | 63.54 | 53.6 | 56.17 |