Image Classification on Multi-domain MNIST (train)
99.47Accuracy (Clean)IRM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| IRM2026.01 | 99.47 | 99.19 | 99.39 | 99.47 | |
| GroupDRO2026.01 | 99.1 | 98.79 | 98 | 98.93 | |
| MLDG2026.01 | 98.9 | 97.39 | 94.05 | 94.76 | |
| baseline (ERM)2026.01 | 98.4 | 97.64 | 98.05 | 97.77 | |
| MMD2026.01 | 98.38 | 99.96 | 99.57 | 96.8 | |
| PNSsegment selection=Top-32026.01 | 96.78 | 94.03 | 96.86 | 96.41 | |
| PNSsegment selection=Top-42026.01 | 96.77 | 94.17 | 96.85 | 96.5 | |
| PNSsegment selection=Top-22026.01 | 96.66 | 93.38 | 96.83 | 96.6 | |
| CDANN2026.01 | 96.23 | 97.84 | 96.57 | 99.78 | |
| CaSN(IRM)2026.01 | 95.58 | 99.02 | 98.33 | 98.78 |