Image Classification on MNIST and USPS OOD original Gaussian Perlin Cutout (test)
86.92MNIST Original AccKL-DRO
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| KL-DRO2026.02 | 86.92 | 70.26 | 71.74 | 59.62 | 63.87 | 62.23 | 62.24 | 45.38 | 65.28 | 45.38 | |
| W-DRO2026.02 | 85.7 | 74.16 | 75.11 | 62.86 | 65.49 | 63.98 | 62.95 | 46.11 | 67.05 | 46.11 | |
| ML2026.02 | 85.63 | 65.89 | 67.15 | 59.31 | 60.22 | 58.62 | 57.07 | 42.38 | 62.03 | 42.38 | |
| GAS-DRObackbone=VAE2026.02 | 85.31 | 83.13 | 81.52 | 62.1 | 71.81 | 70.81 | 66.86 | 50.58 | 71.52 | 50.58 | |
| DRAGENbackbone=VAE2026.02 | 82.71 | 81.23 | 81.57 | 65.22 | 64.09 | 63.49 | 60.83 | 46.84 | 68.25 | 46.84 | |
| DML2026.02 | 79.02 | 81.7 | 79.68 | 61.28 | 63.05 | 62.94 | 59.51 | 42.08 | 66.16 | 42.08 |