Image Classification on PACS unbalanced setting
80.16Acc (Art)StableNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| StableNetBackbone=ResNet-18, Pre-trained=ImageNet2021.04 | 80.16 | 74.15 | 70.1 | 94.24 | 79.66 | |
| RSCBackbone=ResNet-18, Pre-trained=ImageNet2021.04 | 75.72 | 68.5 | 66.1 | 93.93 | 76.06 | |
| JiGenBackbone=ResNet-18, Pre-trained=ImageNet2021.04 | 72.76 | 69.21 | 64.9 | 91.24 | 74.53 | |
| ResNet-18Backbone=ResNet-18, Pre-trained=ImageNet2021.04 | 68.41 | 67.32 | 65.75 | 90.22 | 72.93 | |
| DG-MMLDBackbone=ResNet-18, Pre-trained=ImageNet2021.04 | 64.25 | 70.31 | 64.16 | 91.64 | 72.59 | |
| M-ADABackbone=ResNet-18, Pre-trained=ImageNet2021.04 | 61.53 | 68.76 | 58.49 | 83.21 | 68 |