| Paper | Code | 5 shot | ModelName | ReleaseDate |
|---|---|---|---|---|
| StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning | ✓ Link | 96.51 | StyleAdv-FT | 2023-02-18 |
| Cross-Domain Few-Shot Classification via Adversarial Task Augmentation | ✓ Link | 95.44 | ATA-FT | 2021-04-29 |
| StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning | ✓ Link | 93.65 | StyleAdv | 2023-02-18 |
| Cross-Domain Few-Shot Classification via Adversarial Task Augmentation | ✓ Link | 90.59 | ATA | 2021-04-29 |
| Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning | ✓ Link | 89.70 | wave-SAN | 2022-03-15 |
| Improving Cross-domain Few-shot Classification with Multilayer Perceptron | ✓ Link | 89.68 | RFS+MLP | 2023-12-15 |
| A Broader Study of Cross-Domain Few-Shot Learning | ✓ Link | 89.25 | BSCD-FSL | 2019-12-16 |
| Adversarial Feature Augmentation for Cross-domain Few-shot Classification | ✓ Link | 88.06 | AFA | 2022-08-23 |
| Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation | ✓ Link | 87.11 | FWT | 2020-01-23 |