Unsupervised Domain Adaptation on Caltech-Office (All Domain Shifts)
95.2Accuracy (A → C)
MEDA-IR
Updated 1mo ago
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2019.04 | 95.2 | 96.8 | 98 | 96.2 | 96.2 | 95.9 | 95.5 | 93.8 | 98.6 | 96.2 | 94.5 | 99.4 | 96.4 | |
2019.04 | 94.2 | 100 | 98.6 | 96.1 | 96.2 | 94.9 | 95.8 | 94.2 | 98.6 | 96.3 | 94.9 | 100 | 96.7 | |
2019.04 | 91.9 | 90.5 | 100 | 89.8 | 91 | 97.3 | 80.1 | 88.6 | 92.3 | 81.5 | 83.7 | 90.1 | 89.7 | |
2019.04 | 89 | 88.5 | 90.8 | 93 | 89.8 | 91.2 | 93.2 | 88.6 | 98.6 | 92.2 | 89 | 99.4 | 91.9 | |
2019.04 | 87.4 | 85.4 | 88.5 | 92.4 | 86.6 | 87.8 | 92.7 | 87.3 | 100 | 92.3 | 88.2 | 100 | 90.7 | |
2019.04 | 85 | 89 | 86.1 | 91.9 | 88.8 | 85.4 | 87.1 | 79 | 97.7 | 83.8 | 78 | 100 | 86.1 | |
2019.04 | 84.9 | 88.5 | 81 | 91.4 | 93.6 | 86.8 | 92 | 86.2 | 99.7 | 90.7 | 85 | 100 | 90 | |
2019.04 | 84.1 | 91.7 | 91.8 | 92 | 89.3 | 90.6 | 90 | 80.3 | 98.5 | 92.1 | 81.2 | 100 | 90.1 | |
2019.04 | 83.3 | 83.4 | 72.5 | 91 | 85.4 | 78 | 78.2 | 65 | 96.6 | 72.1 | 62.9 | 99.4 | 80.7 | |
2019.04 | 83 | 87.4 | 79.5 | 91.9 | 87.1 | 83.7 | 87.1 | 79 | 97.7 | 83.8 | 73 | 100 | 86.1 | |
2019.04 | 82.9 | 79 | 70.8 | 81 | 79.6 | 65.8 | 82.5 | 77.9 | 90.5 | 85.5 | 78.2 | 92.4 | 80.5 | |
2019.04 | 82.8 | 86 | 78.3 | 86.7 | 86 | 84.7 | 89.6 | 83.8 | 99.3 | 86 | 82 | 100 | 87.1 | |
2019.04 | 82.2 | 72.6 | 68.1 | 77 | 84.7 | 80.7 | 86.4 | 82.2 | 84.7 | 86.4 | 79.3 | 88.5 | 81.1 | |
2019.04 | 81.6 | 81.5 | 80.7 | 88.4 | 85.4 | 84.4 | 91.5 | 86 | 99.3 | 89.8 | 82.2 | 100 | 87.6 | |
2019.04 | 79.6 | 84.7 | 73.2 | 89.5 | 81.5 | 78.6 | 88.5 | 79.7 | 98.6 | 83.3 | 78.1 | 100 | 84.6 | |
2024.02 | 78.7 | 80.25 | 69.83 | 88.21 | 80.25 | 68.47 | 82.74 | 75.69 | 97.97 | 83.49 | 73.62 | 98.73 | - | |
2019.04 | 77.4 | 79 | 66.8 | 88.8 | 86 | 77.3 | 84.7 | 75.5 | 99 | 76.5 | 72 | 100 | 81.9 | |
2024.02 | 76.83 | 75.8 | 69.83 | 84.35 | 78.34 | 68.14 | 80.92 | 71.57 | 93.9 | 74.17 | 67.02 | 87.26 | - | |
2019.04 | 76.5 | 83.4 | 72.5 | 79.6 | 80.9 | 70.5 | 85.2 | 78.7 | 87.8 | 79.5 | 69.9 | 90.4 | 79.6 | |
2024.02 | 66.67 | 47.77 | 45.76 | 67.52 | 36.31 | 42.71 | 62.17 | 59.71 | 85.08 | 55.41 | 51.16 | 96.82 | - |