Classification on Gaussian mixture synthetic dataset target domain (test)
78.1Avg AccuracyPG-DRO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PG-DROdisturb λcov=0.02026.02 | 78.1 | 98.93 | |
| Classical OTdisturb λcov=0.02026.02 | 74.06 | 95.68 | |
| PG-DROdisturb λcov=1.02026.02 | 65.31 | 48.07 | |
| Classical OTdisturb λcov=1.02026.02 | 62.47 | 46.33 | |
| PG-DROdisturb λcov=2.02026.02 | 54.47 | 32.73 | |
| Classical OTdisturb λcov=2.02026.02 | 52.42 | 32.4 | |
| PG-DROdisturb λcov=3.02026.02 | 51.39 | 32.53 | |
| PG-DROdisturb λcov=4.02026.02 | 49.73 | 39.93 | |
| Classical OTdisturb λcov=3.02026.02 | 47.15 | 26.4 | |
| Classical OTdisturb λcov=4.02026.02 | 40.39 | 28 | |
| PG-DROdisturb λcov=5.02026.02 | 32.53 | 26.6 | |
| Pure ERMdisturb λcov=5.02026.02 | 21.68 | 23.27 | |
| Pure ERMdisturb λcov=4.02026.02 | 21.03 | 22.93 | |
| Pure ERMdisturb λcov=3.02026.02 | 20.01 | 25.67 | |
| Classical OTdisturb λcov=5.02026.02 | 17.43 | 22 | |
| Pure ERMdisturb λcov=2.02026.02 | 17.14 | 30.2 | |
| Pure ERMdisturb λcov=1.02026.02 | 10.03 | 29.07 | |
| Pure ERMdisturb λcov=0.02026.02 | 0.07 | 0.67 |