Results of open classification with different known intent ratios (KIR, 0.25, 0.5, 0.75), and labeled ratios (LR, 0.2, 0.4, 0.6, 0.8, 1.0) on BANKING, OOS and StackOverflow datasets. “Open” and “Known” denote the macro f1-score over open class and known classes respectively.
| Dataset | Method | KIR | LR | F1-score | Accuracy | Known | Open |
|---|---|---|---|---|---|---|---|
| banking | MSP | 0.25 | 0.2 | 57.67 | 64.29 | 56.95 | 71.43 |
| banking | DOC | 0.25 | 0.2 | 50.71 | 46.28 | 50.9 | 47.02 |
| banking | OpenMax | 0.25 | 0.2 | 57.03 | 78.73 | 55.52 | 85.84 |
| banking | DeepUnk | 0.25 | 0.2 | 50.41 | 51.91 | 50.05 | 57.28 |
| banking | ADB | 0.25 | 0.2 | 67.36 | 79.3 | 66.4 | 85.53 |
| banking | MSP | 0.25 | 0.4 | 50.89 | 46.12 | 51.13 | 46.37 |
| banking | DOC | 0.25 | 0.4 | 50.19 | 44.09 | 50.55 | 43.43 |
| banking | OpenMax | 0.25 | 0.4 | 61.77 | 64.9 | 61.28 | 71.12 |
| banking | DeepUnk | 0.25 | 0.4 | 55.4 | 57.23 | 54.99 | 63.33 |
| banking | ADB | 0.25 | 0.4 | 69.42 | 78.21 | 68.63 | 84.35 |
| banking | MSP | 0.25 | 0.6 | 49.73 | 43.34 | 50.17 | 41.38 |
| banking | DOC | 0.25 | 0.6 | 50.33 | 42.69 | 50.88 | 39.82 |
| banking | OpenMax | 0.25 | 0.6 | 59.66 | 61.4 | 59.27 | 67.04 |
| banking | DeepUnk | 0.25 | 0.6 | 60.19 | 62.55 | 59.75 | 68.68 |
| banking | ADB | 0.25 | 0.6 | 71.15 | 79 | 70.44 | 84.76 |
| banking | MSP | 0.25 | 0.8 | 50.21 | 44.02 | 50.64 | 42.11 |
| banking | DOC | 0.25 | 0.8 | 47.58 | 36.94 | 48.56 | 28.86 |
| banking | OpenMax | 0.25 | 0.8 | 56.72 | 55.48 | 56.59 | 59.3 |
| banking | DeepUnk | 0.25 | 0.8 | 62.63 | 65.51 | 62.15 | 71.79 |
| banking | ADB | 0.25 | 0.8 | 71.2 | 78.73 | 70.5 | 84.46 |
| banking | MSP | 0.25 | 1 | 50.09 | 43.67 | 50.55 | 41.43 |
| banking | DOC | 0.25 | 1 | 50.02 | 41.17 | 50.75 | 36.29 |
| banking | OpenMax | 0.25 | 1 | 54.14 | 49.94 | 54.28 | 51.32 |
| banking | DeepUnk | 0.25 | 1 | 61.45 | 64.22 | 60.98 | 70.34 |
| banking | ADB | 0.25 | 1 | 71.62 | 78.85 | 70.94 | 84.56 |
| banking | MSP | 0.5 | 0.2 | 70.76 | 67.02 | 70.94 | 63.88 |
| banking | DOC | 0.5 | 0.2 | 66.45 | 58.79 | 66.91 | 48.69 |
| banking | OpenMax | 0.5 | 0.2 | 52.54 | 67.38 | 51.99 | 73.62 |
| banking | DeepUnk | 0.5 | 0.2 | 65.08 | 60.08 | 65.37 | 53.89 |
| banking | ADB | 0.5 | 0.2 | 73.38 | 73.71 | 73.33 | 75.1 |
| banking | MSP | 0.5 | 0.4 | 71.15 | 61.5 | 71.75 | 48.34 |
| banking | DOC | 0.5 | 0.4 | 68.25 | 57.03 | 69.04 | 38.5 |
| banking | OpenMax | 0.5 | 0.4 | 74.09 | 72.07 | 74.18 | 70.69 |
| banking | DeepUnk | 0.5 | 0.4 | 71.26 | 65.31 | 71.56 | 59.87 |
| banking | ADB | 0.5 | 0.4 | 78.87 | 77.3 | 78.91 | 77.39 |
| banking | MSP | 0.5 | 0.6 | 70.61 | 59.57 | 71.35 | 42.4 |
| banking | DOC | 0.5 | 0.6 | 69.25 | 57.16 | 70.11 | 36.55 |
| banking | OpenMax | 0.5 | 0.6 | 74.68 | 68.68 | 74.99 | 62.84 |
| banking | DeepUnk | 0.5 | 0.6 | 74.52 | 69.2 | 74.77 | 64.83 |
| banking | ADB | 0.5 | 0.6 | 79.3 | 77.36 | 79.36 | 77.14 |
| banking | MSP | 0.5 | 0.8 | 71.09 | 60.08 | 71.84 | 42.77 |
| banking | DOC | 0.5 | 0.8 | 69.3 | 56.57 | 70.22 | 34.18 |
| banking | OpenMax | 0.5 | 0.8 | 74.24 | 66.04 | 74.7 | 56.7 |
| banking | DeepUnk | 0.5 | 0.8 | 74.49 | 68.65 | 74.77 | 63.83 |
| banking | ADB | 0.5 | 0.8 | 80.21 | 78.16 | 80.27 | 77.76 |
| banking | MSP | 0.5 | 1 | 71.18 | 59.73 | 71.97 | 41.19 |
| banking | DOC | 0.5 | 1 | 70.44 | 58.41 | 71.31 | 37.32 |
| banking | OpenMax | 0.5 | 1 | 74.24 | 65.3 | 74.76 | 54.33 |
| banking | DeepUnk | 0.5 | 1 | 77.26 | 72.5 | 77.48 | 69.21 |
| banking | ADB | 0.5 | 1 | 80.9 | 78.86 | 80.96 | 78.44 |
| banking | MSP | 0.75 | 0.2 | 79.25 | 73.71 | 79.68 | 54.66 |
| banking | DOC | 0.75 | 0.2 | 75.81 | 69.34 | 76.43 | 39.71 |
| banking | OpenMax | 0.75 | 0.2 | 27.65 | 39.27 | 27.36 | 44.25 |
| banking | DeepUnk | 0.75 | 0.2 | 71.49 | 66.34 | 71.99 | 42.39 |
| banking | ADB | 0.75 | 0.2 | 79.05 | 74.35 | 79.36 | 61.38 |
| banking | MSP | 0.75 | 0.4 | 82.67 | 75.96 | 83.24 | 49.5 |
| banking | DOC | 0.75 | 0.4 | 79.91 | 72.15 | 80.7 | 34.46 |
| banking | OpenMax | 0.75 | 0.4 | 73.36 | 70.19 | 73.65 | 56.74 |
| banking | DeepUnk | 0.75 | 0.4 | 79.34 | 73.41 | 79.81 | 51.71 |
| banking | ADB | 0.75 | 0.4 | 83.15 | 78.24 | 83.48 | 64.21 |
| banking | MSP | 0.75 | 0.6 | 83.41 | 76.31 | 84.06 | 45.78 |
| banking | DOC | 0.75 | 0.6 | 81.21 | 73.16 | 82.04 | 32.99 |
| banking | OpenMax | 0.75 | 0.6 | 81.68 | 76.52 | 82.11 | 56.9 |
| banking | DeepUnk | 0.75 | 0.6 | 82.4 | 76.39 | 82.87 | 55.3 |
| banking | ADB | 0.75 | 0.6 | 84.4 | 79.45 | 84.74 | 64.9 |
| banking | MSP | 0.75 | 0.8 | 83.69 | 76.3 | 84.4 | 42.75 |
| banking | DOC | 0.75 | 0.8 | 82.56 | 74.9 | 83.32 | 38.51 |
| banking | OpenMax | 0.75 | 0.8 | 83.52 | 77.64 | 84.01 | 55.06 |
| banking | DeepUnk | 0.75 | 0.8 | 83.19 | 77.14 | 83.66 | 55.65 |
| banking | ADB | 0.75 | 0.8 | 85.41 | 80.53 | 85.74 | 66.16 |
| banking | MSP | 0.75 | 1 | 83.6 | 75.89 | 84.36 | 39.23 |
| banking | DOC | 0.75 | 1 | 83.13 | 75.44 | 83.9 | 38.47 |
| banking | OpenMax | 0.75 | 1 | 84.07 | 77.45 | 84.64 | 50.85 |
| banking | DeepUnk | 0.75 | 1 | 84.14 | 78.1 | 84.6 | 57.25 |
| banking | ADB | 0.75 | 1 | 85.96 | 81.08 | 86.29 | 66.47 |
| oos | MSP | 0.25 | 0.2 | 67.33 | 80.96 | 66.81 | 87.2 |
| oos | DOC | 0.25 | 0.2 | 56.64 | 65.11 | 56.2 | 73.18 |
| oos | OpenMax | 0.25 | 0.2 | 29.76 | 83.39 | 28.16 | 90.49 |
| oos | DeepUnk | 0.25 | 0.2 | 50.31 | 57.02 | 49.92 | 65.1 |
| oos | ADB | 0.25 | 0.2 | 73.4 | 86.22 | 72.94 | 91.06 |
| oos | MSP | 0.25 | 0.4 | 54.98 | 61.07 | 54.63 | 68.41 |
| oos | DOC | 0.25 | 0.4 | 51.3 | 54.25 | 51.05 | 60.57 |
| oos | OpenMax | 0.25 | 0.4 | 65.27 | 86.5 | 64.58 | 91.54 |
| oos | DeepUnk | 0.25 | 0.4 | 62.51 | 72.85 | 62.04 | 80.44 |
| oos | ADB | 0.25 | 0.4 | 75.42 | 86.76 | 75 | 91.31 |
| oos | MSP | 0.25 | 0.6 | 51.67 | 55.31 | 51.4 | 61.69 |
| oos | DOC | 0.25 | 0.6 | 48.37 | 47.78 | 48.27 | 52.06 |
| oos | OpenMax | 0.25 | 0.6 | 69.23 | 79.13 | 68.8 | 85.39 |
| oos | DeepUnk | 0.25 | 0.6 | 69.74 | 79.5 | 69.31 | 85.85 |
| oos | ADB | 0.25 | 0.6 | 75.87 | 86.88 | 75.46 | 91.36 |
| oos | MSP | 0.25 | 0.8 | 49.4 | 50.88 | 49.22 | 56.1 |
| oos | DOC | 0.25 | 0.8 | 48.38 | 47.08 | 48.32 | 50.85 |
| oos | OpenMax | 0.25 | 0.8 | 65.28 | 73.45 | 64.88 | 80.44 |
| oos | DeepUnk | 0.25 | 0.8 | 69.65 | 79.7 | 69.22 | 85.94 |
| oos | ADB | 0.25 | 0.8 | 77.44 | 87.94 | 77.05 | 92.11 |
| oos | MSP | 0.25 | 1 | 47.62 | 47.02 | 47.53 | 50.88 |
| oos | DOC | 0.25 | 1 | 47.77 | 45.5 | 47.76 | 48.42 |
| oos | OpenMax | 0.25 | 1 | 61.99 | 68.5 | 61.62 | 75.76 |
| oos | DeepUnk | 0.25 | 1 | 71.81 | 82.14 | 71.39 | 87.9 |
| oos | ADB | 0.25 | 1 | 77.19 | 87.58 | 76.8 | 91.84 |
| oos | MSP | 0.5 | 0.2 | 77.67 | 78.55 | 77.62 | 80.99 |
| oos | DOC | 0.5 | 0.2 | 72.25 | 70.38 | 72.26 | 71.66 |
| oos | OpenMax | 0.5 | 0.2 | 5.93 | 61.77 | 4.99 | 75.97 |
| oos | DeepUnk | 0.5 | 0.2 | 66.55 | 61.97 | 66.64 | 60.1 |
| oos | ADB | 0.5 | 0.2 | 81.17 | 84.32 | 81.09 | 87.25 |
| oos | MSP | 0.5 | 0.4 | 73.5 | 69.42 | 73.56 | 68.34 |
| oos | DOC | 0.5 | 0.4 | 68.95 | 61.41 | 69.12 | 56.44 |
| oos | OpenMax | 0.5 | 0.4 | 49.24 | 74.91 | 48.8 | 82.46 |
| oos | DeepUnk | 0.5 | 0.4 | 76.26 | 77.18 | 76.21 | 80.15 |
| oos | ADB | 0.5 | 0.4 | 83.17 | 85.29 | 83.11 | 87.73 |
| oos | MSP | 0.5 | 0.6 | 71.45 | 65.29 | 71.58 | 61.86 |
| oos | DOC | 0.5 | 0.6 | 68.63 | 59.63 | 68.84 | 52.82 |
| oos | OpenMax | 0.5 | 0.6 | 73.13 | 81.96 | 72.97 | 85.86 |
| oos | DeepUnk | 0.5 | 0.6 | 78.46 | 78.91 | 78.42 | 81.64 |
| oos | ADB | 0.5 | 0.6 | 84.04 | 85.84 | 83.98 | 88.13 |
| oos | MSP | 0.5 | 0.8 | 71.09 | 64.36 | 71.24 | 60.09 |
| oos | DOC | 0.5 | 0.8 | 68.77 | 59.57 | 68.99 | 52.25 |
| oos | OpenMax | 0.5 | 0.8 | 80.65 | 82.58 | 80.59 | 85.06 |
| oos | DeepUnk | 0.5 | 0.8 | 81.09 | 81.98 | 81.05 | 84.53 |
| oos | ADB | 0.5 | 0.8 | 84.42 | 86.05 | 84.37 | 88.25 |
| oos | MSP | 0.5 | 1 | 70.41 | 62.96 | 70.58 | 57.62 |
| oos | DOC | 0.5 | 1 | 67.77 | 57.45 | 68.03 | 47.91 |
| oos | OpenMax | 0.5 | 1 | 80.56 | 80.11 | 80.54 | 81.89 |
| oos | DeepUnk | 0.5 | 1 | 82.37 | 83.48 | 82.32 | 85.94 |
| oos | ADB | 0.5 | 1 | 85.05 | 86.54 | 85 | 88.65 |
| oos | MSP | 0.75 | 0.2 | 83.79 | 80.56 | 83.86 | 76.51 |
| oos | DOC | 0.75 | 0.2 | 81.13 | 77.03 | 81.21 | 71.95 |
| oos | OpenMax | 0.75 | 0.2 | 0.63 | 41.09 | 0.12 | 58.23 |
| oos | DeepUnk | 0.75 | 0.2 | 76.68 | 71.59 | 76.79 | 63.54 |
| oos | ADB | 0.75 | 0.2 | 84.2 | 82.74 | 84.23 | 81.21 |
| oos | MSP | 0.75 | 0.4 | 83.51 | 77.69 | 83.64 | 68.87 |
| oos | DOC | 0.75 | 0.4 | 81.05 | 73.94 | 81.21 | 62.5 |
| oos | OpenMax | 0.75 | 0.4 | 13.36 | 46.49 | 12.94 | 60.46 |
| oos | DeepUnk | 0.75 | 0.4 | 83.1 | 80.68 | 83.14 | 78.25 |
| oos | ADB | 0.75 | 0.4 | 86.73 | 84.78 | 86.77 | 82.69 |
| oos | MSP | 0.75 | 0.6 | 82.93 | 75.92 | 83.1 | 64.11 |
| oos | DOC | 0.75 | 0.6 | 80.76 | 72.2 | 80.98 | 56.71 |
| oos | OpenMax | 0.75 | 0.6 | 40.66 | 59.56 | 40.43 | 66.66 |
| oos | DeepUnk | 0.75 | 0.6 | 84.14 | 81.45 | 84.18 | 78.64 |
| oos | ADB | 0.75 | 0.6 | 87.56 | 85.44 | 87.6 | 83.19 |
| oos | MSP | 0.75 | 0.8 | 82.39 | 74.48 | 82.59 | 60.44 |
| oos | DOC | 0.75 | 0.8 | 81.09 | 72.14 | 81.31 | 55.99 |
| oos | OpenMax | 0.75 | 0.8 | 63.67 | 71.59 | 63.59 | 73.21 |
| oos | DeepUnk | 0.75 | 0.8 | 85.36 | 82.62 | 85.41 | 79.83 |
| oos | ADB | 0.75 | 0.8 | 88.13 | 85.95 | 88.17 | 83.6 |
| oos | MSP | 0.75 | 1 | 82.38 | 74.07 | 82.59 | 59.08 |
| oos | DOC | 0.75 | 1 | 80.39 | 70.4 | 80.65 | 50.43 |
| oos | OpenMax | 0.75 | 1 | 71.53 | 75.89 | 71.49 | 75.73 |
| oos | DeepUnk | 0.75 | 1 | 86.06 | 83.45 | 86.11 | 80.79 |
| oos | ADB | 0.75 | 1 | 88.53 | 86.32 | 88.58 | 83.92 |
| stackoverflow | MSP | 0.25 | 0.2 | 43.69 | 39.22 | 45.22 | 36.06 |
| stackoverflow | DOC | 0.25 | 0.2 | 35.14 | 25.83 | 40.52 | 8.29 |
| stackoverflow | OpenMax | 0.25 | 0.2 | 56.28 | 56.43 | 55.33 | 61.05 |
| stackoverflow | DeepUnk | 0.25 | 0.2 | 49.54 | 44.16 | 50.5 | 44.77 |
| stackoverflow | ADB | 0.25 | 0.2 | 75.51 | 81.81 | 73.24 | 86.85 |
| stackoverflow | MSP | 0.25 | 0.4 | 40.72 | 32.2 | 44.56 | 21.54 |
| stackoverflow | DOC | 0.25 | 0.4 | 35.05 | 25.2 | 40.87 | 5.98 |
| stackoverflow | OpenMax | 0.25 | 0.4 | 55.27 | 53.4 | 54.94 | 56.95 |
| stackoverflow | DeepUnk | 0.25 | 0.4 | 50.78 | 45.41 | 51.72 | 46.09 |
| stackoverflow | ADB | 0.25 | 0.4 | 79.88 | 86.43 | 77.71 | 90.73 |
| stackoverflow | MSP | 0.25 | 0.6 | 39.77 | 31.12 | 43.96 | 18.78 |
| stackoverflow | DOC | 0.25 | 0.6 | 35.84 | 25.02 | 42 | 5 |
| stackoverflow | OpenMax | 0.25 | 0.6 | 47.08 | 41.85 | 48.79 | 38.52 |
| stackoverflow | DeepUnk | 0.25 | 0.6 | 52.06 | 49.17 | 52.15 | 51.63 |
| stackoverflow | ADB | 0.25 | 0.6 | 80.47 | 86.95 | 78.35 | 91.1 |
| stackoverflow | MSP | 0.25 | 0.8 | 38.63 | 29.62 | 43.29 | 15.34 |
| stackoverflow | DOC | 0.25 | 0.8 | 35.77 | 26.58 | 41.23 | 8.47 |
| stackoverflow | OpenMax | 0.25 | 0.8 | 48.1 | 43.61 | 49.28 | 42.19 |
| stackoverflow | DeepUnk | 0.25 | 0.8 | 51.38 | 47.9 | 51.76 | 49.46 |
| stackoverflow | ADB | 0.25 | 0.8 | 80.67 | 86.85 | 78.61 | 90.99 |
| stackoverflow | MSP | 0.25 | 1 | 37.85 | 28.67 | 42.82 | 13.03 |
| stackoverflow | DOC | 0.25 | 1 | 36.98 | 27.49 | 42.31 | 10.33 |
| stackoverflow | OpenMax | 0.25 | 1 | 45.98 | 40.28 | 47.89 | 36.41 |
| stackoverflow | DeepUnk | 0.25 | 1 | 51.92 | 47.27 | 52.63 | 48.39 |
| stackoverflow | ADB | 0.25 | 1 | 80.83 | 86.72 | 78.82 | 90.88 |
| stackoverflow | MSP | 0.5 | 0.2 | 66.44 | 59.42 | 68.43 | 46.51 |
| stackoverflow | DOC | 0.5 | 0.2 | 58.21 | 47.54 | 62.67 | 13.62 |
| stackoverflow | OpenMax | 0.5 | 0.2 | 73.58 | 69.82 | 74.36 | 65.8 |
| stackoverflow | DeepUnk | 0.5 | 0.2 | 67.51 | 60.13 | 69.41 | 48.49 |
| stackoverflow | ADB | 0.5 | 0.2 | 84.13 | 84.92 | 83.92 | 86.17 |
| stackoverflow | MSP | 0.5 | 0.4 | 65.5 | 57.21 | 68.12 | 39.22 |
| stackoverflow | DOC | 0.5 | 0.4 | 59.11 | 47.47 | 63.95 | 10.7 |
| stackoverflow | OpenMax | 0.5 | 0.4 | 68.89 | 61.57 | 70.89 | 48.86 |
| stackoverflow | DeepUnk | 0.5 | 0.4 | 69.03 | 60.65 | 71.11 | 48.26 |
| stackoverflow | ADB | 0.5 | 0.4 | 84.89 | 85.5 | 84.72 | 86.58 |
| stackoverflow | MSP | 0.5 | 0.6 | 64.33 | 54.59 | 67.62 | 31.4 |
| stackoverflow | DOC | 0.5 | 0.6 | 59.05 | 47.2 | 64.14 | 8.1 |
| stackoverflow | OpenMax | 0.5 | 0.6 | 66.93 | 58.94 | 69.33 | 42.95 |
| stackoverflow | DeepUnk | 0.5 | 0.6 | 69.37 | 61.08 | 71.44 | 48.63 |
| stackoverflow | ADB | 0.5 | 0.6 | 85.23 | 85.83 | 85.07 | 86.81 |
| stackoverflow | MSP | 0.5 | 0.8 | 63.8 | 53.85 | 67.31 | 28.7 |
| stackoverflow | DOC | 0.5 | 0.8 | 59.22 | 47.32 | 64.37 | 7.69 |
| stackoverflow | OpenMax | 0.5 | 0.8 | 67.75 | 60.34 | 69.96 | 45.68 |
| stackoverflow | DeepUnk | 0.5 | 0.8 | 68.1 | 59.17 | 70.52 | 43.9 |
| stackoverflow | ADB | 0.5 | 0.8 | 85.61 | 86.16 | 85.45 | 87.12 |
| stackoverflow | MSP | 0.5 | 1 | 63.01 | 52.42 | 66.91 | 23.99 |
| stackoverflow | DOC | 0.5 | 1 | 59.2 | 47.77 | 64.26 | 8.53 |
| stackoverflow | OpenMax | 0.5 | 1 | 68.18 | 60.35 | 70.49 | 45 |
| stackoverflow | DeepUnk | 0.5 | 1 | 67.64 | 58.35 | 70.24 | 41.6 |
| stackoverflow | ADB | 0.5 | 1 | 85.83 | 86.4 | 85.68 | 87.34 |
| stackoverflow | MSP | 0.75 | 0.2 | 79.39 | 74.36 | 81.24 | 51.68 |
| stackoverflow | DOC | 0.75 | 0.2 | 72.02 | 65.65 | 76.31 | 7.57 |
| stackoverflow | OpenMax | 0.75 | 0.2 | 82.1 | 77.68 | 83.47 | 61.49 |
| stackoverflow | DeepUnk | 0.75 | 0.2 | 77.04 | 71.96 | 79.18 | 44.86 |
| stackoverflow | ADB | 0.75 | 0.2 | 84.53 | 81.19 | 85.35 | 72.23 |
| stackoverflow | MSP | 0.75 | 0.4 | 78.86 | 73.32 | 81.17 | 44.21 |
| stackoverflow | DOC | 0.75 | 0.4 | 72.83 | 66.66 | 77.12 | 8.52 |
| stackoverflow | OpenMax | 0.75 | 0.4 | 80.86 | 75.7 | 82.71 | 53.05 |
| stackoverflow | DeepUnk | 0.75 | 0.4 | 77.51 | 72.05 | 79.91 | 41.46 |
| stackoverflow | ADB | 0.75 | 0.4 | 85.02 | 81.55 | 85.87 | 72.16 |
| stackoverflow | MSP | 0.75 | 0.6 | 78.45 | 72.92 | 80.97 | 40.61 |
| stackoverflow | DOC | 0.75 | 0.6 | 72.88 | 66.83 | 77.34 | 5.91 |
| stackoverflow | OpenMax | 0.75 | 0.6 | 80.67 | 75.73 | 82.61 | 51.49 |
| stackoverflow | DeepUnk | 0.75 | 0.6 | 78.31 | 72.71 | 80.75 | 41.71 |
| stackoverflow | ADB | 0.75 | 0.6 | 85.57 | 82.36 | 86.38 | 73.55 |
| stackoverflow | MSP | 0.75 | 0.8 | 78.37 | 72.96 | 80.95 | 39.6 |
| stackoverflow | DOC | 0.75 | 0.8 | 73.4 | 67.18 | 77.97 | 4.85 |
| stackoverflow | OpenMax | 0.75 | 0.8 | 80.26 | 74.93 | 82.45 | 47.35 |
| stackoverflow | DeepUnk | 0.75 | 0.8 | 77.94 | 71.97 | 80.63 | 37.59 |
| stackoverflow | ADB | 0.75 | 0.8 | 85.85 | 82.66 | 86.64 | 73.89 |
| stackoverflow | MSP | 0.75 | 1 | 77.95 | 72.17 | 80.88 | 33.96 |
| stackoverflow | DOC | 0.75 | 1 | 73.46 | 67.37 | 78.07 | 4.3 |
| stackoverflow | OpenMax | 0.75 | 1 | 79.78 | 74.42 | 82.11 | 44.87 |
| stackoverflow | DeepUnk | 0.75 | 1 | 77.85 | 71.97 | 80.63 | 36.22 |
| stackoverflow | ADB | 0.75 | 1 | 85.99 | 82.78 | 86.8 | 73.86 |