Few-shot classification on SRSDD 4-shot
45.23AccuracyCr-GAN
Evaluation results
| Method | Links | |
|---|---|---|
| Cr-GANGenerative Paradigm=GAN-based2026.01 | 45.23 | |
| EDM2 (With Pretrained)Generative Paradigm=Diffusion-based, Pre-training=true2026.01 | 43.77 | |
| StyleGAN2 + ADAGenerative Paradigm=GAN-based, Data Augmentation=ADA2026.01 | 41.16 | |
| R3GANGenerative Paradigm=GAN-based2026.01 | 39.27 | |
| StyleGAN2 + DA + RLCGenerative Paradigm=GAN-based, Data Augmentation=DA, Regularization=RLC2026.01 | 38.84 | |
| EDM2Generative Paradigm=Diffusion-based2026.01 | 38.55 | |
| StyleGAN2 + DiffAugmentGenerative Paradigm=GAN-based, Data Augmentation=DiffAugment2026.01 | 37.93 | |
| DDPMGenerative Paradigm=Diffusion-based2026.01 | 37.39 | |
| DCGANGenerative Paradigm=GAN-based2026.01 | 23.32 |