Few-shot classification on SRSDD 8-shot
51.64AccuracyCr-GAN
Evaluation results
| Method | Links | |
|---|---|---|
| Cr-GANGenerative Paradigm=GAN-based2026.01 | 51.64 | |
| StyleGAN2 + ADAGenerative Paradigm=GAN-based, Data Augmentation=ADA2026.01 | 45.8 | |
| EDM2 (With Pretrained)Generative Paradigm=Diffusion-based, Pre-training=true2026.01 | 44.78 | |
| DDPMGenerative Paradigm=Diffusion-based2026.01 | 44.77 | |
| EDM2Generative Paradigm=Diffusion-based2026.01 | 43.91 | |
| StyleGAN2 + DA + RLCGenerative Paradigm=GAN-based, Data Augmentation=DA, Regularization=RLC2026.01 | 42.46 | |
| StyleGAN2 + DiffAugmentGenerative Paradigm=GAN-based, Data Augmentation=DiffAugment2026.01 | 40.59 | |
| R3GANGenerative Paradigm=GAN-based2026.01 | 40.55 | |
| DCGANGenerative Paradigm=GAN-based2026.01 | 32.24 |