Universal Domain Adaptation on Office-Home
77.84AC AccuracyUniOT*
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| UniOT*Domain Adaptation Scenario=ODA2025.06 | 77.84 | 83.31 | 86.29 | 79.15 | 83.14 | 84.14 | 71.82 | 72.29 | 84.73 | 77.13 | 76.04 | 87.28 | 80.26 | |
| UniMSDomain Adaptation Scenario=ODA2025.06 | 76.15 | 88.76 | 87.75 | 82.4 | 87.89 | 86.13 | 81.22 | 77.12 | 88.47 | 81.83 | 78.46 | 88.78 | 83.75 | |
| UniMS2025.06 | 74.62 | 91.71 | 92.15 | 86.86 | 91.91 | 91.9 | 87.19 | 75.65 | 92.04 | 88.05 | 75.95 | 92.88 | 86.74 | |
| OVANet*Domain Adaptation Scenario=ODA2025.06 | 73 | 76.05 | 77.1 | 75.97 | 80.07 | 76.87 | 75.71 | 72.85 | 81.65 | 77.41 | 71.85 | 75.44 | 76.16 | |
| DANCE2025.06 | 72.91 | 83.08 | 88.28 | 79.32 | 85.73 | 86.75 | 77.78 | 70.97 | 87.44 | 83.32 | 73.2 | 92.05 | 81.74 | |
| UniOT2025.06 | 72.59 | 85.53 | 87.78 | 79.93 | 87.32 | 86.27 | 77.27 | 71.68 | 87.81 | 82.56 | 73.81 | 92.02 | 82.05 | |
| SO2025.06 | 70.48 | 81.75 | 86.98 | 77.1 | 84.7 | 85.38 | 74.26 | 68.03 | 85.95 | 81.85 | 70.38 | 90.87 | 79.81 | |
| OVANet2025.06 | 69.54 | 81.31 | 85.64 | 78.36 | 85.64 | 85.45 | 75.74 | 68.4 | 87.13 | 82.32 | 69.5 | 91.04 | 80.01 | |
| DANCE*Domain Adaptation Scenario=ODA2025.06 | 64.48 | 71.78 | 66.55 | 75.79 | 47.83 | 53.17 | 78.17 | 72.17 | 70.98 | 72.58 | 56.86 | 54.45 | 65.4 | |
| SO*Domain Adaptation Scenario=ODA2025.06 | 59.81 | 60.59 | 63.92 | 71.35 | 62.88 | 64.01 | 75.03 | 69.71 | 71.24 | 65.81 | 55.33 | 55.61 | 64.61 |