Image Classification on DomainNet 126 (Real Source Transfer)
57.48Accuracy (Clipart)ROID
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ROIDBackbone=ResNet-50, Batch Size=642025.10 | 57.48 | 65.18 | 52.66 | 58.44 | |
| ELaTTABackbone=ResNet-50, Batch Size=12025.10 | 56.5 | 63.12 | 49.16 | 56.26 | |
| ELaTTABackbone=ResNet-50, Batch Size=642025.10 | 56.4 | 63.28 | 49.82 | 56.5 | |
| No AdaptBackbone=ResNet-502025.10 | 55.62 | 61.88 | 47.84 | 55.11 | |
| SARBackbone=ResNet-50, Batch Size=642025.10 | 54.36 | 62.9 | 48.4 | 55.22 | |
| MEMOBackbone=ResNet-50, Batch Size=12025.10 | 40.38 | 26.12 | 22.92 | 21.63 | |
| SARBackbone=ResNet-50, Batch Size=12025.10 | 3.74 | 4.66 | 3.58 | 3.99 | |
| ROIDBackbone=ResNet-50, Batch Size=12025.10 | 0.16 | 0.3 | 0.16 | 0.21 |