Paper | Code | Accuracy | ModelName | ReleaseDate |
---|---|---|---|---|
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization | ✓ Link | 65.85 | Crafting-Shifts(ResNet18) | 2024-09-29 |
Progressive Random Convolutions for Single Domain Generalization | 62.89 | ProRandConv (ResNet18) | 2023-04-02 | |
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization | ✓ Link | 60.97 | Crafting-Shifts(AlexNet) | 2024-09-29 |
Meta-causal Learning for Single Domain Generalization | 59.6 | MCL (ResNet18) | 2023-04-07 | |
Adversarial Bayesian Augmentation for Single-Source Domain Generalization | ✓ Link | 59.04 | ABA (ResNet18) | 2023-07-18 |
Meta Convolutional Neural Networks for Single Domain Generalization | 57.17 | MetaCNN (AlexNet) | 2022-01-01 | |
Center-aware Adversarial Augmentation for Single Domain Generalization | 56.65 | CADA (ResNet18) | 2023-01-01 | |
Learning to Diversify for Single Domain Generalization | ✓ Link | 55.24 | PACS (AlexNet) | 2021-08-26 |