DomainBed
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Domain Generalization | DomainBed | Average Accuracy79.6 | 127 | |
| Domain Generalization | DomainBed (test) | VLCS Accuracy84.3 | 118 | |
| Domain Generalization | DomainBed v1.0 (test) | Average Accuracy82.3 | 71 | |
| Domain Generalization | DomainBed (out-of-domain) | VLCS Accuracy86.5 | 55 | |
| Image Classification | DomainBed | PACS Accuracy88.7 | 37 | |
| Image Classification | DomainBed v1.0 (test) | Average Accuracy78.5 | 36 | |
| Domain Generalization | DomainBed (OH, TI, VLCS, PACS, DN) (test) | Accuracy (OH)87.38 | 33 | |
| Domain Generalization | DomainBed | PACS Accuracy87.9 | 23 | |
| Domain Generalization | DomainBed | CMNIST Accuracy46.5 | 15 | |
| Domain Generalization | DomainBed | CMST Accuracy52.4 | 14 | |
| Domain Generalization | DomainBed (test) | Accuracy (VLCS)77 | 12 | |
| Domain Generalization | DomainBed | Accuracy (PACS)89.8 | 11 |
Showing 12 of 12 rows