TerraIncognita
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Domain Generalization | TerraIncognita | Accuracy88.61 | 121 | |
| Domain Generalization | TerraIncognita (test) | Accuracy54 | 40 | |
| Domain Generalization | TerraIncognita DomainBed (test) | Accuracy76.5 | 26 | |
| Domain Generalization | TerraIncognita | L3822.9 | 21 | |
| Out-of-domain Image Classification | TerraIncognita (out-of-domain) | Accuracy50 | 18 | |
| Image Classification | TerraIncognita leave-one-domain-out (LODO) | Accuracy (L100 Domain)66.6 | 17 | |
| Federated Unlearning | TerraIncognita (test) | Forget Accuracy (FA)34.56 | 11 | |
| Federated Unlearning | TerraIncognita | Communication Overhead (MB)0.98 | 10 | |
| Domain Generalization | TerraIncognita (TI) Standard (OOD) | Accuracy55.43 | 5 | |
| Domain Generalization | TerraIncognita 40% Asymmetric Noise (test) | ID Score58.7 | 4 | |
| Domain Generalization | TerraIncognita 20% Asymmetric Noise (test) | ID Score78.2 | 4 | |
| Domain Generalization | TerraIncognita No Noise (test) | ID Score86.7 | 2 |
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