Unsupervised Conditional Image Generation on CUB200 Coarse-Grained
12.16FIDOurs (Repar.)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours (Repar.)Backbone=DDPM2026.06 | 12.16 | 4.45 | 5.17 | 25.16 | |
| Ours (Noise)Backbone=DDPM2026.06 | 15.56 | 4.48 | 5.17 | 25.16 | |
| SG-DM+DINOBackbone=DDPM2026.06 | 29.07 | 4.47 | 5.08 | 25.15 | |
| SG-DM+SimCLRBackbone=DDPM2026.06 | 32.13 | 4.38 | 1.74 | 10.63 | |
| SG-DM+MSNBackbone=DDPM2026.06 | 32.64 | 4.53 | 4.72 | 23.36 | |
| Self-Cond GANBackbone=BigGAN2026.06 | 41.59 | 4.33 | 4.13 | 24.62 | |
| ClusterGANBackbone=BigGAN2026.06 | 69.68 | 4.41 | 2.61 | 13.48 | |
| MIC-GANsBackbone=BigGAN2026.06 | 77.1 | 2.1 | 1.53 | 11.78 | |
| IC-GANBackbone=BigGAN2026.06 | 87.09 | 3.69 | — | — |