Few-shot classification on SRSDD 2-shot
35.52AccuracyCr-GAN
Evaluation results
| Method | Links | |
|---|---|---|
| Cr-GANGenerative Paradigm=GAN-based2026.01 | 35.52 | |
| EDM2Generative Paradigm=Diffusion-based2026.01 | 32.91 | |
| StyleGAN2 + DiffAugmentGenerative Paradigm=GAN-based, Data Augmentation=DiffAugment2026.01 | 32.9 | |
| EDM2 (With Pretrained)Generative Paradigm=Diffusion-based, Pre-training=true2026.01 | 32.75 | |
| DDPMGenerative Paradigm=Diffusion-based2026.01 | 32.53 | |
| StyleGAN2 + ADAGenerative Paradigm=GAN-based, Data Augmentation=ADA2026.01 | 30.58 | |
| StyleGAN2 + DA + RLCGenerative Paradigm=GAN-based, Data Augmentation=DA, Regularization=RLC2026.01 | 30.36 | |
| R3GANGenerative Paradigm=GAN-based2026.01 | 26.1 | |
| DCGANGenerative Paradigm=GAN-based2026.01 | 21.13 |