Metric: Kernel Inception Distance (higher is better)
| # | Model↕ | Kernel Inception Distance▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Attention2Angio w/o Perceptual Loss + Feature Matching Loss | 0.00595 | No | Attention2AngioGAN: Synthesizing Fluorescein Ang... | 2020-07-17 | Code |
| 2 | Attention2Angio w/o Perceptual Loss | 0.00392 | No | Attention2AngioGAN: Synthesizing Fluorescein Ang... | 2020-07-17 | Code |
| 3 | pix2pixHD | 0.00258 | No | High-Resolution Image Synthesis and Semantic Man... | 2017-11-30 | Code |
| 4 | Fundus2Angio | 0.00184 | No | Fundus2Angio: A Conditional GAN Architecture for... | 2020-05-11 | - |
| 5 | U-GAT-IT | 0.00131 | No | U-GAT-IT: Unsupervised Generative Attentional Ne... | 2019-07-25 | Code |
| 6 | StarGAN-v2 | 0.00118 | No | StarGAN v2: Diverse Image Synthesis for Multiple... | 2019-12-04 | Code |
| 7 | Attention2Angio | 0.00087 | No | Attention2AngioGAN: Synthesizing Fluorescein Ang... | 2020-07-17 | Code |
| 8 | VTGAN | 0.00053 | No | VTGAN: Semi-supervised Retinal Image Synthesis a... | 2021-04-14 | Code |