| Paper | Code | Average Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling | ✓ Link | 93 | SPL | 2019-11-18 |
| Visual Domain Adaptation with Manifold Embedded Distribution Alignment | ✓ Link | 92.8 | MEDA[[Wang et al.2018]] | 2018-07-19 |
| Unifying Unsupervised Domain Adaptation and Zero-Shot Visual Recognition | ✓ Link | 91.8 | CAPLS [[Wang, Bu, and Breckon2019]] | 2019-03-25 |
| Learning Transferable Features with Deep Adaptation Networks | ✓ Link | 90.1 | DAN[[Long et al.2015]] | 2015-02-10 |
| Joint Geometrical and Statistical Alignment for Visual Domain Adaptation | 90.0 | JGSA[[Zhang, Li, and Ogunbona2017]] | 2017-05-16 | |
| Deep Domain Confusion: Maximizing for Domain Invariance | ✓ Link | 88.2 | DDC[[Tzeng et al.2014]] | 2014-12-10 |
| Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization | 85.9 | SCA[[Ghifary et al.2016]] | 2015-10-15 | |
| Correlation Alignment for Unsupervised Domain Adaptation | ✓ Link | 84.7 | CORAL[[Sun, Feng, and Saenko2017]] | 2016-12-06 |