Domain Adaptation on MNIST to USPS (test)
96.3AccuracyMCD+CAT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MCD+CAT2019.03 | 96.3 | — | |
| MCD2019.03 | 94.2 | — | |
| rRevGrad+CAT2019.03 | 94 | — | |
| RevGrad+CAT2019.03 | 93.7 | — | |
| MSTN2019.03 | 92.9 | — | |
| DRCN2019.03 | 91.8 | — | |
| CoGAN2019.03 | 91.2 | — | |
| CoGAN2017.05 | 91.2 | — | |
| CAT2019.03 | 90.6 | — | |
| ADDA2019.03 | 89.4 | — | |
| ADDA2017.05 | 89.4 | — | |
| JAE2017.05 | 87.6 | — | |
| DDC2019.03 | 79.1 | — | |
| Domain confusion2017.05 | 79.1 | — | |
| RevGrad2019.03 | 77.1 | — | |
| Gradient reversal2017.05 | 77.1 | — | |
| Source Only2019.03 | 75.2 | — | |
| Barycentric-OT2024.06 | — | 77.92 | |
| HOT-DA2024.06 | — | 76.39 | |
| OT-GL2024.06 | — | 69.96 | |
| W2-FEK (persistency level)=32024.06 | — | 86.05 |