Domain Generalization Image Classification on DomainNet-126 (Source: Clipart)
51.24Accuracy (Sketch Domain)ROID
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ROIDBackbone=ResNet-50, Batch Size=642025.10 | 51.24 | 64.64 | 49.14 | 55.01 | |
| SARBackbone=ResNet-50, Batch Size=642025.10 | 48.8 | 64.36 | 47.34 | 53.5 | |
| ELaTTABackbone=ResNet-50, Batch Size=642025.10 | 47.24 | 63.24 | 46.08 | 52.19 | |
| ELaTTABackbone=ResNet-50, Batch Size=12025.10 | 47.2 | 62.44 | 44.74 | 51.46 | |
| No AdaptBackbone=ResNet-502025.10 | 46.16 | 60.5 | 43.84 | 50.17 | |
| MEMOBackbone=ResNet-50, Batch Size=12025.10 | 40.38 | 15.48 | 27.92 | 18.77 | |
| SARBackbone=ResNet-50, Batch Size=12025.10 | 4.98 | 5.8 | 4.38 | 5.05 | |
| ROIDBackbone=ResNet-50, Batch Size=12025.10 | 0.16 | 0.48 | 0.3 | 0.31 |