Abdominal Lymph Node Segmentation on ABD-LN (test)
56.55DSCLN-DDPM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LN-DDPMStrategy=Real + Synt2024.03 | 56.55 | 42 | 55.91 | 64.51 | 7.1851 | 70.54 | |
| Echo from noiseStrategy=Real + Synt2024.03 | 54.6 | 40.56 | 54.32 | 63.84 | 8.2362 | 68.55 | |
| LN-DDPMStrategy=Synt2024.03 | 53.76 | 39.58 | 58.3 | 55.47 | 8.8986 | 74.86 | |
| NASDMStrategy=Real + Synt2024.03 | 53.23 | 39.55 | 53.36 | 63.96 | 7.5384 | 68.24 | |
| Real baselineStrategy=Real2024.03 | 52.73 | 39.6 | 49.36 | 64.47 | 9.0027 | 64.05 | |
| Echo from noiseStrategy=Synt2024.03 | 52.17 | 38.15 | 57.71 | 53.07 | 9.7072 | 73.29 | |
| Med-DDPMStrategy=Real + Synt2024.03 | 51.86 | 39.22 | 50.75 | 59.42 | 7.8913 | 64.24 | |
| SPADEStrategy=Real + Synt2024.03 | 50.12 | 36.37 | 51.47 | 55.91 | 8.7973 | 64.25 | |
| Pix2pixStrategy=Real + Synt2024.03 | 48.38 | 34.39 | 48.48 | 59.19 | 8.0297 | 61.7 | |
| NASDMStrategy=Synt2024.03 | 47.28 | 34.78 | 53.49 | 55.44 | 9.4852 | 66.46 | |
| SPADEStrategy=Synt2024.03 | 34.44 | 24.52 | 34.75 | 40.81 | 16.634 | 55.25 | |
| BrainLDMStrategy=Real + Synt2024.03 | 14.95 | 9.75 | 27.29 | 16.96 | 13.8108 | 37.48 | |
| Pix2pixStrategy=Synt2024.03 | 8.98 | 5.82 | 10.97 | 9.52 | 23.8107 | 17.1 | |
| Med-DDPMStrategy=Synt2024.03 | 8.5 | 5.73 | 8.11 | 12.92 | 25.7986 | 18.37 | |
| BrainLDMStrategy=Synt2024.03 | 7 | 3.98 | 24.82 | 4.66 | 15.7442 | 30.29 |