Domain Adaptation on Office-31
96.4Accuracy (A -> W)
ProDe-V
Updated 4d ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2024.06 | 96.4 | 96.8 | 82.5 | 99.8 | 83.1 | 97 | 92.6 | |
2020.11 | 96.1 | 95.8 | 78.9 | 100 | 77.4 | 99.3 | 91.1 | |
2020.11 | 96.1 | 95 | 79.4 | 100 | 78.7 | 99.3 | 91.4 | |
2020.11 | 95.7 | 94.8 | 74.9 | 100 | 73.5 | 99.1 | 89.7 | |
2020.11 | 95.7 | 95.8 | 77.1 | 100 | 76.7 | 99.2 | 90.8 | |
2022.05 | 95.7 | 95.8 | 76.7 | 77.1 | 99.2 | 100 | 90.8 | |
2024.06 | 95.5 | 97.2 | 83.2 | 98.8 | 83 | 97.2 | 92.5 | |
2022.05 | 95.4 | 95.6 | 72.6 | 73.9 | 98.6 | 100 | 89.4 | |
2024.02 | 95.4 | 93.8 | 74.2 | 100 | 74.9 | 98.8 | 89.5 | |
2024.02 | 95.3 | 95 | 75.6 | 100 | 73.7 | 98.7 | 89.7 | |
2024.06 | 95.2 | 94.4 | 77.6 | 99.8 | 76.2 | 98.5 | 90.3 | |
2024.02 | 94.9 | 95.9 | 74.6 | 100 | 74.6 | 98.7 | 89.8 | |
2024.02 | 94.9 | 95.9 | 74.6 | 100 | 76 | 99.1 | 90.1 | |
2023.02 | 94.6 | 90 | 72.5 | 99.7 | 69.6 | 97.5 | 87.3 | |
2019.01 | 94.5 | 95 | 77 | 99.8 | 78 | 99.1 | 90.6 | |
2020.11 | 94.5 | 95 | 77 | 99.8 | 78 | 99.1 | 90.6 | |
2024.02 | 94.5 | 93.5 | 72.2 | 100 | 74.6 | 98.4 | 88.9 | |
2024.06 | 94.5 | 97.1 | 75.5 | 99.8 | 75.7 | 98.7 | 90.2 | |
2024.06 | 94.2 | 96.6 | 78.3 | 100 | 77.3 | 98.2 | 90.8 | |
2020.04 | 94.1 | 92.9 | 69.3 | 100 | 71 | 98.6 | 87.7 | |
2020.11 | 94.1 | 92.9 | 69.3 | 100 | 71 | 98.6 | 87.7 | |
2022.05 | 94.1 | 92.9 | 71 | 69.3 | 98.6 | 100 | 87.7 | |
2023.02 | 94.1 | 95.6 | 74.2 | 99.8 | 75.5 | 98.4 | 89.6 | |
2019.04 | 94 | 92.6 | 77.6 | 99.2 | 78.7 | 96.9 | 89.8 | |
2023.02 | 93.8 | 89.9 | 70.4 | 100 | 73.4 | 98.5 | 87.7 | |
2022.05 | 93.7 | 92.7 | 75.3 | 77.8 | 98.5 | 99.8 | 89.6 | |
2025.12 | 93.7 | 93.6 | 82.4 | 99.8 | 82.6 | 98.6 | 91.8 | |
2023.02 | 93.6 | 93.4 | 77.5 | 100 | 78.7 | 99 | 90.4 | |
2020.06 | 93.5 | 94.8 | 71 | 100 | 73.8 | 99.4 | 88.8 | |
2020.06 | 93.3 | 90.8 | 73.9 | 100 | 72.7 | 99.1 | 88.3 | |
2024.06 | 93.3 | 93.8 | 76.9 | 100 | 76.2 | 98 | 89.6 | |
2019.01 | 93.2 | 92.9 | 76 | 99.8 | 76.5 | 98.4 | 89.5 | |
2018.11 | 93.1 | 89.8 | 68 | 100 | 70.1 | 98.2 | 86.6 | |
2020.04 | 93.1 | 89.8 | 68 | 100 | 70.1 | 98.2 | 86.5 | |
2020.04 | 93.1 | 89.4 | 71 | 100 | 71.4 | 98 | 87.2 | |
2020.06 | 93.1 | 89.8 | 68 | 100 | 70.1 | 98.2 | 86.6 | |
2022.05 | 92.9 | 93 | 75.4 | 75 | 98.2 | 99.9 | 89.1 | |
2020.04 | 92.7 | 88.4 | 71 | 99.8 | 72.7 | 97.6 | 87 | |
2023.02 | 92.7 | 93 | 75.7 | 100 | 78.5 | 98.9 | 89.8 | |
2020.06 | 92.5 | 93.2 | 72.1 | 100 | 73.1 | 99.3 | 88.4 | |
2022.05 | 92.5 | 94.7 | 75.9 | 77.7 | 98.2 | 100 | 89.8 | |
2024.06 | 92.5 | 94.7 | 77.7 | 100 | 75.9 | 98.2 | 89.8 | |
2023.02 | 92.2 | 85.9 | 75.3 | 100 | 74.3 | 98.5 | 87.7 | |
2022.05 | 92.1 | 96.4 | 75 | 76.5 | 99.1 | 100 | 89.9 | |
2024.06 | 92.1 | 96.4 | 76.5 | 100 | 75 | 99.1 | 89.9 | |
2024.06 | 92.1 | 93.6 | 78.8 | 97 | 78.5 | 95.7 | 89.3 | |
2024.06 | 92.1 | 94.4 | 79 | 98.6 | 79.8 | 95.6 | 89.9 | |
2025.12 | 92.1 | 91.2 | 82.5 | 99.8 | 83.5 | 98.1 | 91.2 | |
2024.06 | 91.6 | 94.6 | 75.1 | 100 | 75.1 | 98.7 | 89.2 | |
2020.11 | 91.3 | 90.4 | 65.6 | 100 | 72.7 | 98.9 | 86.5 | |
2023.02 | 91.3 | 84.1 | 73.6 | 100 | 72.9 | 97.2 | 86.5 | |
2024.06 | 91.1 | 93.7 | 74.6 | 100 | 74.2 | 98.2 | 88.6 | |
2023.12 | 91 | 91.2 | 70.6 | 100 | 69.3 | 99 | 86.9 | |
2019.04 | 90.8 | 91.4 | 74.6 | 97.2 | 75.4 | 96 | 87.5 | |
2020.11 | 90.8 | 93.4 | 71.2 | 100 | 73 | 99 | 87.9 | |
2020.11 | 90.8 | 93.9 | 72.5 | 100 | 74.6 | 98.8 | 88.4 | |
2022.05 | 90.8 | 93.4 | 73 | 71.2 | 99 | 100 | 87.9 | |
2022.05 | 90.8 | 96 | 75.3 | 75 | 99 | 100 | 89.4 | |
2024.06 | 90.8 | 96 | 75 | 100 | 75.3 | 99 | 89.4 | |
2020.06 | 90.5 | 94.3 | 67.8 | 100 | 72.1 | 99 | 87.3 | |
2023.12 | 90.5 | 91.3 | 75.9 | 100 | 73.4 | 98.7 | 88.3 | |
2022.05 | 90.4 | 90.4 | 75 | 73.7 | 98.7 | 99.9 | 88 | |
2022.10 | 90.4 | 83.8 | 86.5 | 83.1 | 88.6 | 90.5 | 87.2 | |
2023.12 | 90.4 | 90.7 | 70.5 | 100 | 71.6 | 97.8 | 86.8 | |
2018.11 | 90.3 | 92.1 | 71.2 | 100 | 73.4 | 98.7 | 87.6 | |
2018.11 | 90.1 | 90.7 | 70.2 | 99.8 | 73 | 98.6 | 87.1 | |
2020.06 | 90.1 | 90.7 | 70.2 | 99.8 | 73 | 98.6 | 87.1 | |
2022.05 | 90.1 | 94 | 74.7 | 74.3 | 98.4 | 99.9 | 88.6 | |
2019.01 | 90 | 87.8 | 66.4 | 99.6 | 70.3 | 97.4 | 85.2 | |
2020.04 | 90 | 87.8 | 66.4 | 99.6 | 70.3 | 97.4 | 85.2 | |
2018.11 | 89.5 | 87.7 | 71.4 | 99.8 | 72.8 | 97.9 | 86.5 | |
2020.06 | 89.5 | 87.7 | 71.4 | 99.8 | 72.8 | 97.9 | 86.5 | |
2025.12 | 89.2 | 85.7 | 80.3 | 99.2 | 81.9 | 98.4 | 89.1 | |
2023.12 | 89.1 | 87.2 | 76.8 | 100 | 74.4 | 96.8 | 87.4 | |
2023.02 | 88.9 | 83.9 | 73.9 | 100 | 74.1 | 99.3 | 86.7 | |
2018.11 | 88.8 | 87.7 | 69.7 | 99.8 | 69.8 | 98.4 | 85.7 | |
2022.05 | 88.6 | 92.2 | 69.5 | 69.7 | 98.5 | 100 | 86.5 | |
2023.12 | 88.6 | 89.4 | 68.2 | 100 | 69.5 | 97.5 | 85.5 | |
2025.12 | 88.6 | 86.9 | 82 | 99.4 | 83 | 97.7 | 89.6 | |
2022.10 | 88.5 | 78.5 | 75.9 | 70.2 | 88.6 | 79.3 | 80.2 | |
2025.12 | 88.5 | 88.5 | 82.4 | 99 | 82 | 96.1 | 89.4 | |
2024.06 | 88.4 | 89.2 | 69.6 | 97.9 | 72.8 | 97.1 | 85.8 | |
2025.12 | 88.2 | 86.9 | 82.8 | 98 | 83.2 | 94.1 | 88.9 | |
2024.02 | 87.9 | 85.6 | 69.3 | 100 | 70.1 | 99 | 85.3 | |
2023.02 | 87.8 | 82.5 | 72.7 | 100 | 73 | 98.7 | 85.8 | |
2023.12 | 87.8 | 92.1 | 65.1 | 100 | 62.9 | 98.4 | 84.4 | |
2023.12 | 86.5 | 97 | 68.7 | 84.5 | 69.6 | 100 | 84.4 | |
2025.12 | 86.5 | 89.6 | 82.8 | 99.2 | 81.9 | 96.5 | 89.4 | |
2019.04 | 86.2 | 77.8 | 68.9 | 98.4 | 69.5 | 96.2 | 82.9 | |
2018.11 | 86.2 | 77.8 | 68.9 | 98.4 | 69.5 | 96.2 | 82.9 | |
2020.04 | 86.2 | 77.8 | 68.9 | 98.4 | 69.5 | 96.2 | 82.9 | |
2022.10 | 85.8 | 79.4 | 84 | 80.1 | 94.3 | 95.4 | 86.5 | |
2022.10 | 85.5 | 79.8 | 81.2 | 83.2 | 88.7 | 90.6 | 84.8 | |
2023.02 | 85.5 | 82.7 | 64.5 | 100 | 62.1 | 99.1 | 82.4 | |
2019.04 | 85.4 | 84.7 | 70 | 99.8 | 68.6 | 97.4 | 84.3 | |
2019.01 | 85.4 | 84.7 | 70 | 99.8 | 68.6 | 97.4 | 84.3 | |
2018.11 | 85.4 | 84.7 | 70 | 99.8 | 68.6 | 97.4 | 84.3 | |
2020.04 | 85.4 | 84.7 | 70 | 99.8 | 68.6 | 97.4 | 84.3 | |
2022.10 | 85.4 | 80.9 | 82.5 | 82.5 | 97.5 | 92.3 | 86.9 | |
2019.04 | 84.5 | 77.5 | 64.8 | 99.4 | 66.2 | 96.8 | 81.6 |
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