Domain Adaptation on Office (test)
94.6Accuracy (A -> D)PCS
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PCSsetting=fully-labeled2021.03 | 94.6 | 92.1 | 77.4 | 97.7 | 77 | 99.8 | 89.8 | |
| CDANsetting=fully-labeled2021.03 | 92.9 | 94.1 | 71 | 98.6 | 69.3 | 100 | 87.7 | |
| MMDIAsetting=fully-labeled2021.03 | 92.1 | 90.3 | 75.3 | 98.7 | 74.9 | 99.8 | 88.8 | |
| MMEsetting=fully-labeled2021.03 | 88.8 | 87.3 | 69.2 | 98.7 | 65.6 | 100 | 84.9 | |
| CDS + MMEsetting=fully-labeled2021.03 | 86.9 | 88.3 | 75.9 | 98.6 | 73.3 | 100 | 87.1 | |
| DCC2022.10 | 84.47 | 74.8 | 63.54 | 87.09 | 69.58 | 71.55 | 75.17 | |
| UniOT2022.10 | 83.69 | 85.28 | 71.46 | 91.24 | 70.93 | 90.84 | 82.24 | |
| DANNsetting=fully-labeled2021.03 | 79.7 | 82 | 68.2 | 96.9 | 67.4 | 99.1 | 82.2 | |
| DANCE2022.10 | 73.19 | 68.53 | 67.88 | 81.09 | 65.61 | 85.7 | 73.67 | |
| SOsetting=fully-labeled2021.03 | 68.9 | 68.4 | 62.5 | 96.7 | 60.7 | 99.3 | 76.1 | |
| UAN2022.10 | 66.15 | 64.2 | 57.9 | 72.63 | 57.93 | 75.73 | 65.76 | |
| ResNet2022.10 | 53.9 | 51.79 | 46.81 | 59.15 | 46.54 | 61.32 | 53.25 |