Multi-class Classification on Office standard evaluation
0.841Accuracy (A->W)Deep Domain Confusion
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Deep Domain Confusionadaptation_setting=supervised2014.12 | 0.841 | 0.954 | 0.963 | 0.919 | |
| DeCAF6 S+Tadaptation_setting=supervised, features=DeCAF6, trained_on=source and target2014.12 | 0.807 | 0.948 | — | — | |
| DaNNadaptation_setting=supervised2014.12 | 0.536 | 0.712 | 0.835 | 0.694 | |
| DA-NBNNadaptation_setting=supervised2014.12 | 0.528 | 0.766 | 0.762 | 0.685 | |
| DLIDadaptation_setting=supervised2014.12 | 0.519 | 0.782 | 0.899 | 0.733 | |
| GFK(PLS,PCA)adaptation_setting=supervised2014.12 | 0.464 | 0.613 | 0.663 | 0.53 | |
| SAadaptation_setting=supervised2014.12 | 0.45 | 0.648 | 0.699 | 0.599 |