Image Classification on Office-Home OOD (test)
34.2Accuracy (Acc.)CE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CEBackbone=ResNet-50, Evaluation Protocol=leave-one-domain-out2025.08 | 34.2 | 36.45 | 15.11 | 1.429 | 1.238 | |
| DFLBackbone=ResNet-50, Evaluation Protocol=leave-one-domain-out2025.08 | 34.17 | 22.91 | 14.51 | 1.061 | 0.975 | |
| FGRBackbone=ResNet-50, Evaluation Protocol=leave-one-domain-out2025.08 | 34.03 | 20.41 | 13.93 | 1.018 | 0.971 | |
| FLSD-53Backbone=ResNet-50, Evaluation Protocol=leave-one-domain-out2025.08 | 33.31 | 22.92 | 17.03 | 1.084 | 0.995 | |
| BSCE-GRABackbone=ResNet-50, Evaluation Protocol=leave-one-domain-out2025.08 | 32.55 | 21.09 | 15.29 | 1.052 | 0.991 |