Domain Generalization on OfficeHome white-box (test)
73.03Accuracy (A, C, R -> P)Model Recycling Framework
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Model Recycling Frameworkm=32025.08 | 73.03 | 47.44 | 29.51 | 58.81 | 52.2 | |
| Model Recycling Frameworkm=12025.08 | 72.58 | 46.45 | 25.82 | 58.35 | 50.8 | |
| Finetune Source2025.08 | 71.78 | 45.08 | 26.23 | 59.95 | 50.76 | |
| Independent2025.08 | 71.69 | 46.22 | 25.82 | 57.21 | 50.24 | |
| Multi-src SVM2025.08 | 69.22 | 42.85 | 24.68 | 56.72 | 48.37 | |
| MCW2025.08 | 68.42 | 43.74 | 22.37 | 52.37 | 46.73 | |
| DATE2025.08 | 59.34 | 38.43 | 21.47 | 45.43 | 41.17 | |
| Model stacking2025.08 | 56.77 | 36.67 | 22.56 | 48.38 | 41.1 | |
| DECISION2025.08 | 53.87 | 37.21 | 21.86 | 42.51 | 38.86 | |
| Model soup2025.08 | 15.48 | 12.8 | 10.63 | 14.91 | 13.46 |