Multi-class Classification on Office unsupervised standard
81.2Average AccuracyDeep Domain Confusion
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Deep Domain Confusionadaptation_setting=unsupervised, regularization_hyperparameter_lambda=0.25, adaptation_layer_dimensions=2562014.12 | 81.2 | — | — | — | |
| DLIDadaptation_setting=unsupervised2014.12 | 60 | 26.1 | 68.9 | 84.9 | |
| DaNNadaptation_setting=unsupervised2014.12 | 59.9 | — | — | — | |
| DA-NBNNadaptation_setting=unsupervised2014.12 | 52.6 | — | — | — | |
| SAadaptation_setting=unsupervised2014.12 | 40.8 | 15.3 | 50.1 | 56.9 | |
| GFK(PLS,PCA)adaptation_setting=unsupervised2014.12 | 36.4 | — | — | — |