Medical Image Generation on MIMIC-CXR
0.48FIDMedM2G
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MedM2G2024.03 | 0.48 | 2.91 | — | |
| AdaMatch-Cyclic2024.03 | 1.09 | 2.91 | — | |
| MedM2G2024.03 | 1.7 | — | — | |
| LLM-CXR2024.03 | 2.18 | 3.39 | — | |
| UniXGen2024.03 | 2.5 | — | — | |
| SD-RadBERT2024.03 | 6 | — | — | |
| RoentGen2024.03 | 9.54 | 3.88 | — | |
| UnixGen2024.03 | 11.98 | 4.66 | — | |
| GLIGENRe-implemented=true2024.03 | 12.49 | 4.26 | — | |
| GCDPRe-implemented=true2024.03 | 13.23 | 4.82 | — | |
| Validation setData Split=Validation2025.03 | 17.2 | — | — | |
| DreamBooth SD2024.03 | 18.6 | — | — | |
| StyleGAN2024.03 | 19.23 | 5.14 | — | |
| LLM-CXRGeneration Mode=Synthetic2025.03 | 22.8 | — | — | |
| MedUnifierGeneration Mode=Reconstruction2025.03 | 27.2 | — | — | |
| RoentGenGeneration Mode=Synthetic2025.03 | 42.4 | — | — | |
| MedUnifierGeneration Mode=Synthetic2025.03 | 46.2 | — | — | |
| Original SD2024.03 | 52.7 | — | — | |
| UniXGenGeneration Mode=Synthetic2025.03 | 78.2 | — | — |