Domain Generalization on PACS
97.85Accuracy (Art)
FedRoD+FOOGD
Updated 4d ago
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2024.10 | 97.85 | - | 92.31 | 93.01 | 50.95 | 83.53 | - | - | - | - | - | |
2024.10 | 97.46 | - | 89.32 | 91.48 | 41.4 | 79.92 | - | - | - | - | - | |
2024.10 | 97.21 | - | 62.58 | 91 | 35.28 | 71.52 | - | - | - | - | - | |
2024.10 | 97.13 | - | 75.71 | 93.21 | 37.4 | 75.86 | - | - | - | - | - | |
2024.10 | 96.17 | - | 90.72 | 93.57 | 29.14 | 77.4 | - | - | - | - | - | |
2024.03 | 94.97 | - | 96.25 | 99.56 | 84.72 | 93.88 | - | - | - | - | - | |
2024.10 | 93.45 | - | 88.85 | 89.34 | 29.95 | 75.39 | - | - | - | - | - | |
2023.03 | 93.3 | - | 88.5 | 98.5 | 93.8 | 97.6 | - | - | - | - | - | |
2024.10 | 93.29 | - | 87.56 | 99.14 | 87.07 | 91.77 | - | - | - | - | - | |
2024.03 | 92.93 | - | 94.8 | 99.52 | 82.26 | 92.37 | - | - | - | - | - | |
2024.03 | 92.77 | - | 94.24 | 99.4 | 82.13 | 92.13 | - | - | - | - | - | |
2024.10 | 92.76 | - | 87.43 | 99.22 | 87.46 | 91.72 | - | - | - | - | - | |
2024.10 | 91.55 | - | 85.11 | 99.14 | 83.97 | 89.94 | - | - | - | - | - | |
2024.10 | 91.3 | - | 87 | 99 | 87.3 | 91.2 | - | - | - | - | - | |
2024.10 | 90.8 | - | 83.7 | 98 | 82.7 | 88.8 | - | - | - | - | - | |
2024.10 | 90.5 | - | 83.4 | 98 | 82.5 | 88.6 | - | - | - | - | - | |
2024.03 | 90.2 | - | 83.9 | 98.1 | 82.6 | 88.7 | - | - | - | - | - | |
2024.10 | 90.2 | - | 83.9 | 98.1 | 82.6 | 88.7 | - | - | - | - | - | |
2024.10 | 89.82 | - | 84.22 | 98.02 | 85.98 | 89.51 | - | - | - | - | - | |
2024.10 | 89.8 | - | 85.2 | 97.6 | 84.7 | 89.3 | - | - | - | - | - | |
2023.03 | 89.6 | - | 86.6 | 94.7 | - | 88.4 | - | - | - | - | - | |
2024.10 | 89.4 | - | 83.9 | 99.1 | 74.5 | 86.7 | - | - | - | - | - | |
2022.05 | 89.3 | - | 83.4 | 97.3 | 82.5 | 88.1 | - | - | - | - | - | |
2024.03 | 89.3 | - | 83.4 | 98.1 | 82.6 | 88.79 | - | - | - | - | - | |
2021.11 | 89 | - | 86.3 | 97 | 84.8 | 89.3 | - | - | - | - | - | |
2021.11 | 88.9 | - | 85 | 97.2 | 84.3 | 88.9 | - | - | - | - | - | |
2023.02 | 88.9 | - | 85 | 97.2 | 84.3 | 88.9 | - | - | - | - | - | |
2022.10 | 88.3 | - | 80 | 97.5 | 78.8 | 86.2 | - | - | - | - | - | |
2023.03 | 88.3 | - | 80 | 97.5 | 78.8 | 86.2 | - | - | - | - | - | |
2021.11 | 88.2 | - | 82.4 | 97.7 | 80.6 | 87.2 | - | - | - | - | - | |
2022.05 | 88.1 | - | 77.9 | 97.8 | 79.1 | 85.7 | - | - | - | - | - | |
2024.10 | 88.09 | - | 84.22 | 98.38 | 82.41 | 88.27 | - | - | - | - | - | |
2020.07 | 87.89 | 87.83 | 82.16 | 97.92 | 83.35 | - | - | - | - | - | - | |
2022.05 | 87.89 | - | 82.16 | 83.35 | 97.92 | 87.83 | - | - | - | - | - | |
2021.11 | 87.8 | - | 82.8 | 97.6 | 80.4 | 87.2 | - | - | - | - | - | |
2023.02 | 87.8 | - | 82.8 | 97.6 | 80.4 | 87.2 | - | - | - | - | - | |
2023.02 | 87.8 | - | 83.8 | 97.1 | 81.4 | 87.5 | - | - | - | - | - | |
2024.10 | 87.8 | - | 82.2 | 97.7 | 78.3 | 86.5 | - | - | - | - | - | |
2021.11 | 87.6 | - | 83 | 97.8 | 80.1 | 87.1 | - | - | - | - | - | |
2023.03 | 87.6 | - | 81.8 | 97 | 83.1 | 87.3 | - | - | - | - | - | |
2024.10 | 87.6 | - | 79.1 | 97.4 | 76.3 | 85.1 | - | - | - | - | - | |
2024.10 | 87.6 | - | 82.4 | 98 | 77.2 | 86.3 | - | - | - | - | - | |
2023.03 | 87.5 | - | 79.3 | 98.3 | 76.3 | 85.3 | - | - | - | - | - | |
2024.10 | 87.5 | - | 81.3 | 96.4 | 81.4 | 86.6 | - | - | - | - | - | |
2021.11 | 87.4 | - | 80.7 | 97.9 | 79.7 | 86.4 | - | - | - | - | - | |
2021.11 | 87.4 | - | 82.2 | 97.6 | 80.2 | 86.9 | - | - | - | - | - | |
2023.03 | 87.4 | - | 78.3 | 97.2 | 78.7 | 85.4 | - | - | - | - | - | |
2023.03 | 87.4 | - | 80.7 | 97.1 | 80 | 86.3 | - | - | - | - | - | |
2024.10 | 87.4 | - | 80.2 | 98 | 80.8 | 86.6 | - | - | - | - | - | |
2020.07 | 87.2 | 83.6 | 79.2 | 97.6 | 70.3 | - | - | - | - | - | - | |
2022.05 | 87.2 | - | 79.2 | 97.6 | 70.3 | 83.6 | - | - | - | - | - | |
| 87.14 | - | 82.66 | 97.77 | 83.89 | 87.87 | - | - | - | - | - | ||
2021.11 | 87.1 | - | 81.3 | 97.6 | 81.2 | 86.8 | - | - | - | - | - | |
2023.09 | 87.1 | - | 80.2 | 96.2 | 80.4 | 86 | - | - | - | - | 80.2 | |
2021.11 | 87 | - | 80.8 | 97.4 | 77.6 | 85.7 | - | - | - | - | - | |
2023.03 | 87 | - | 80.6 | 96 | 82.9 | 86.6 | - | - | - | - | - | |
2024.10 | 86.86 | - | 80.29 | 88.98 | 31.38 | 71.88 | - | - | - | - | - | |
2022.10 | 86.8 | - | 76.8 | 97.4 | 79.3 | 85.1 | - | - | - | - | - | |
2023.03 | 86.8 | - | 79 | 96.6 | 78.5 | 85.2 | - | - | - | - | - | |
2024.10 | 86.5 | - | 82.1 | 96.6 | 80.8 | 86.5 | - | - | - | - | - | |
2021.11 | 86.4 | - | 80.6 | 97.7 | 77.1 | 85.5 | - | - | - | - | - | |
2023.09 | 86.4 | - | 77.4 | 97.3 | 73.5 | 83.6 | - | - | - | - | 77.4 | |
2023.09 | 86.4 | - | 77.4 | 97.3 | 73.5 | 83.6 | - | - | - | - | 77.4 | |
2020.07 | 86.2 | 83.29 | 78.7 | 97.66 | 70.63 | - | - | - | - | - | - | |
2022.10 | 86.1 | - | 82.5 | 96.7 | 82.3 | 86.9 | - | - | - | - | - | |
2023.03 | 86.1 | - | 79.4 | 96.6 | 76.5 | 84.7 | - | - | - | - | - | |
2023.09 | 86.1 | - | 78.9 | 97.6 | 75.8 | 84.6 | - | - | - | - | 78.9 | |
2023.09 | 86.1 | - | 79.4 | 96.6 | 76.5 | 84.6 | - | - | - | - | 79.4 | |
2022.03 | 86.08 | - | 80.59 | 95.93 | 82.67 | 86.32 | - | - | - | - | - | |
| 85.92 | - | 79.68 | 96.65 | 82.62 | 86.21 | - | - | - | - | - | ||
2022.03 | 85.9 | - | 79.35 | 96.61 | 80.88 | 85.69 | - | - | - | - | - | |
2021.11 | 85.7 | - | 79.3 | 97.6 | 75.9 | 84.6 | - | - | - | - | - | |
2023.02 | 85.7 | - | 79.3 | 97.6 | 75.9 | 84.6 | - | - | - | - | - | |
2023.03 | 85.7 | - | 77.1 | 97.4 | 76.6 | 84.2 | - | - | - | - | - | |
2021.12 | 85.5 | - | 80.6 | 97.5 | 82.9 | 86.6 | - | - | - | - | - | |
2024.10 | 85.5 | - | 78.63 | 97.07 | 72.64 | 83.46 | - | - | - | - | - | |
2023.02 | 85.4 | - | 83.1 | 96.3 | 79.6 | 86.1 | - | - | - | - | - | |
2023.03 | 85.4 | - | 79.7 | 97.6 | 78.2 | 85.2 | - | - | - | - | - | |
2023.02 | 85 | - | 81.4 | 95.9 | 80.9 | 85.8 | - | - | - | - | - | |
2024.10 | 85 | - | 77.86 | 94.43 | 65.72 | 80.75 | - | - | - | - | - | |
2022.10 | 84.8 | - | 76.4 | 96.7 | 76.1 | 83.5 | - | - | - | - | - | |
2023.03 | 84.8 | - | 76.4 | 96.7 | 76.1 | 83.5 | - | - | - | - | - | |
2023.09 | 84.8 | - | 76.4 | 96.7 | 76.1 | 83.5 | - | - | - | - | 76.4 | |
2020.11 | 84.7 | - | 77.6 | 95.9 | 82.2 | 85.1 | 78.9 | 7.85 | - | - | - | |
2022.10 | 84.7 | - | 80.8 | 97.2 | 79.3 | 85.5 | - | - | - | - | - | |
2023.09 | 84.7 | - | 80.8 | 97.2 | 79.3 | 85.5 | - | - | - | - | 79.3 | |
2023.09 | 84.7 | - | 81.4 | 95.7 | 80.2 | 85.5 | - | - | - | - | 81.4 | |
2024.10 | 84.7 | - | 80.8 | 97.2 | 79.3 | 85.5 | - | - | - | - | - | |
2024.10 | 84.7 | - | 81.7 | 97.5 | 80.5 | 85.6 | - | - | - | - | - | |
2023.09 | 84.6 | - | 75.5 | 96.8 | 73.5 | 82.6 | - | - | - | - | 75.5 | |
2022.03 | 84.2 | - | 78.1 | 95.3 | 74.7 | 83.1 | - | - | - | - | - | |
2022.05 | 84.2 | - | 78.1 | 95.3 | 74.7 | 83.1 | - | - | - | - | - | |
2023.03 | 84.2 | - | 80 | 95.7 | 80.1 | 85 | - | - | - | - | - | |
2021.12 | 84.1 | - | 78.8 | 96.1 | 75.9 | 83.7 | - | - | - | - | - | |
2022.05 | 84.1 | - | 78.8 | 96.1 | 75.9 | 83.7 | - | - | - | - | - | |
2023.03 | 84 | - | 80.9 | 96.5 | 77.1 | 84.6 | - | - | - | - | - | |
2024.03 | 83.88 | - | 80.04 | 95.78 | 69.17 | 82.21 | - | - | - | - | - | |
2020.07 | 83.7 | 81.7 | 77.2 | 95.5 | 70.3 | - | - | - | - | - | - | |
2021.04 | 83.7 | - | 77.2 | 95.5 | 70.3 | 81.7 | - | - | - | - | - | |
2022.03 | 83.7 | - | 77.2 | 95.5 | 70.3 | 81.7 | - | - | - | - | - |
Showing 100 of 409 rows