Unsupervised Conditional Image Generation on CUB200
7.37FIDOurs (Repar.)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Ours (Repar.)Backbone=LDM2026.06 | 7.37 | 5.88 | 89.12 | 92.12 | 59.38 | |
| Ours (Noise)Backbone=LDM2026.06 | 12.24 | 5.71 | 52.06 | 76.66 | 60.51 | |
| SG-DM+MSNBackbone=LDM2026.06 | 15.3 | 5.85 | 49.75 | 53.04 | 67.06 | |
| SG-DM+DINOBackbone=LDM2026.06 | 15.81 | 5.92 | 49.27 | 62.36 | 70.59 | |
| SG-DM+SimCLRBackbone=LDM2026.06 | 18.18 | 5.78 | 43.5 | 50.32 | 81.64 | |
| Self-Cond GANBackbone=BigGAN2026.06 | 38.63 | 4.98 | 0.18 | 65.09 | — | |
| ClusterGANBackbone=BigGAN2026.06 | 77.73 | 4.51 | 3.36 | 54.16 | 67.96 | |
| IC-GANBackbone=BigGAN2026.06 | 84.83 | 5.75 | 0.16 | 41.66 | — | |
| MIC-GANsBackbone=BigGAN2026.06 | 96.27 | 4.29 | 0.15 | 39.24 | 85.89 |