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 v1.0 (test) | Average Accuracy78.5 | 36 | |
| Image Classification | DomainBed | PACS Accuracy88.7 | 33 | |
| Domain Generalization | DomainBed (OH, TI, VLCS, PACS, DN) (test) | Accuracy (OH)87.38 | 33 | |
| Domain Generalization | DomainBed | CMNIST Accuracy46.5 | 15 | |
| Domain Generalization | DomainBed | Accuracy (PACS)89.8 | 11 |
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