Noisy Attribute Generalization on CHAMMI-CP ID/OOD
78.3ID ScoreSAGM+SWAD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SAGM+SWADMethod Category=Domain Generalization (DG) literature2025.04 | 78.3 | 41.5 | 59.9 | |
| ERMMethod Category=Domain Generalization (DG) literature2025.04 | 77.1 | 42.5 | 59.8 | |
| SAGMMethod Category=Domain Generalization (DG) literature2025.04 | 77.1 | 41.2 | 59.2 | |
| ELRMethod Category=LNL methods2025.04 | 76.8 | 43.6 | 60.2 | |
| UNICONMethod Category=LNL methods2025.04 | 76.7 | 42 | 59.4 | |
| VRExMethod Category=Domain Generalization (DG) literature2025.04 | 74.8 | 44.8 | 59.8 | |
| DL4NDMethod Category=LNL methods2025.04 | 74.6 | 46 | 60.3 | |
| SWADMethod Category=Domain Generalization (DG) literature2025.04 | 73.9 | 43.7 | 58.8 | |
| FishrMethod Category=Domain Generalization (DG) literature2025.04 | 73.9 | 44 | 59 | |
| ERM++Method Category=Domain Generalization (DG) literature2025.04 | 72.5 | 44.6 | 58.5 | |
| DISAMMethod Category=Domain Generalization (DG) literature2025.04 | 72.4 | 44.8 | 58.6 | |
| PLMMethod Category=LNL methods2025.04 | 70.5 | 44.4 | 57.5 | |
| MIRO+SWADMethod Category=Domain Generalization (DG) literature2025.04 | 67.3 | 45.8 | 56.6 | |
| MIROMethod Category=Domain Generalization (DG) literature2025.04 | 65.5 | 46.6 | 56 | |
| DISCMethod Category=LNL methods2025.04 | 43.3 | 41.3 | 42.3 |