Noisy Attribute Generalization on VLCS (ID/OOD)
91.4ID AccuracySAGM+SWAD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SAGM+SWADMethod Category=Domain Generalization (DG) literature2025.04 | 91.4 | 87.7 | 89.5 | |
| SAGMMethod Category=Domain Generalization (DG) literature2025.04 | 91 | 87.2 | 89.1 | |
| ERM++Method Category=Domain Generalization (DG) literature2025.04 | 90.9 | 86.6 | 88.7 | |
| SWADMethod Category=Domain Generalization (DG) literature2025.04 | 90.8 | 86.2 | 88.5 | |
| DL4NDMethod Category=LNL methods2025.04 | 90.5 | 86.8 | 88.6 | |
| ELRMethod Category=LNL methods2025.04 | 90.3 | 82.3 | 86.3 | |
| UNICONMethod Category=LNL methods2025.04 | 89.9 | 84 | 86.9 | |
| DISAMMethod Category=Domain Generalization (DG) literature2025.04 | 89.6 | 84.9 | 87.2 | |
| VRExMethod Category=Domain Generalization (DG) literature2025.04 | 89 | 84.4 | 86.7 | |
| FishrMethod Category=Domain Generalization (DG) literature2025.04 | 88.9 | 85.8 | 87.4 | |
| MIROMethod Category=Domain Generalization (DG) literature2025.04 | 88.9 | 83.8 | 86.4 | |
| MIRO+SWADMethod Category=Domain Generalization (DG) literature2025.04 | 88.9 | 83.7 | 86.3 | |
| DISCMethod Category=LNL methods2025.04 | 88.7 | 82.5 | 85.6 | |
| ERMMethod Category=Domain Generalization (DG) literature2025.04 | 88.5 | 84.6 | 86.6 | |
| PLMMethod Category=LNL methods2025.04 | 87.9 | 82.6 | 85.2 |