Recognition on Office31 Domain Generalization Standard
99.44Accuracy (A, W -> D)DGLRC
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DGLRCSynthetic Data=false2018.12 | 99.44 | 95.28 | 45.36 | 80.02 | |
| DSNSynthetic Data=false2018.12 | 99.02 | 94.45 | 43.98 | 79.15 | |
| MTAESynthetic Data=false2018.12 | 98.97 | 94.21 | 43.67 | 78.95 | |
| LRE-SVMSynthetic Data=false2018.12 | 98.84 | 93.98 | 44.14 | 78.99 | |
| UMLSynthetic Data=false2018.12 | 98.76 | 93.76 | 41.65 | 78.05 | |
| Undo-BiasSynthetic Data=false2018.12 | 98.45 | 93.38 | 42.43 | 78.08 | |
| Multi-component Image Translation (JANs)Base Architecture=JAN, Synthetic Data=ComboGAN Generated2018.12 | 97.87 | 94.03 | 51.73 | 81.21 | |
| Multi-component Image Translation (RTNs)Base Architecture=RTN, Synthetic Data=ComboGAN Generated2018.12 | 97.23 | 94.53 | 50.86 | 80.87 | |
| Multi-component Image Translation (DANs)Base Architecture=DAN, Synthetic Data=ComboGAN Generated2018.12 | 97.18 | 92.7 | 49.3 | 79.72 | |
| Multi-component Image Translation (D-CORALs)Base Architecture=D-CORAL, Synthetic Data=ComboGAN Generated2018.12 | 96.18 | 93.2 | 51.61 | 80.33 |