SAR-to-Optical translation on BigEarthNet v2 (test)
0.2404DISTSOSCAR
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| OSCARType=Diffusion2026.01 | 0.2404 | 0.3831 | 0.1638 | 56.32 | 0.0104 | 0.0808 | 0.3564 | 0.0276 | 4.4775 | |
| cBBDMType=Diffusion2026.01 | 0.2687 | 0.4021 | 0.2003 | 95.66 | 0.0509 | 0.086 | 0.3326 | 0.0105 | 3.0439 | |
| BBDMType=Diffusion2026.01 | 0.2818 | 0.402 | 0.2085 | 83.5 | 0.0412 | 0.1094 | 0.3542 | 0.0186 | 2.7358 | |
| StegoGANType=GAN2026.01 | 0.2897 | 0.4127 | 0.1939 | 120.01 | 0.0714 | 0.0852 | 0.3208 | 0.0203 | 2.7211 | |
| ControlNetType=Diffusion2026.01 | 0.3545 | 0.5643 | 0.2687 | 103.16 | 0.0362 | 0.1393 | 0.1609 | 0.0002 | 3.5776 | |
| CycleGANType=GAN2026.01 | 0.3559 | 0.4944 | 0.257 | 146.81 | 0.0974 | 0.12 | 0.1269 | 0.0132 | 2.9406 |