Organ Segmentation on Multi-organ Segmentation Datasets F, P1, P2, P3, P4
1.35HD95 Liver (F)OF (Five organs)
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OF (Five organs)Description=Oracle training on F dataset2021.03 | 1.35 | — | 5.39 | — | 9.41 | — | 1.36 | — | 6.19 | — | 5.23 | |
| MiBOrganBase Method=MiB, Extension=CORR2021.03 | 2.19 | 11.06 | 1.96 | 30.11 | 3.97 | 6.13 | 4.44 | 8.58 | 3.04 | 5.21 | 7.45 | |
| FTMode=Fine-tuning2021.03 | 2.33 | 11.19 | 46.11 | 30.31 | 4.89 | 9.33 | 16.03 | 35.9 | 25.68 | 49.63 | 23.14 | |
| ILT2021.03 | 2.36 | 11.13 | 66.61 | 30.59 | 16.02 | 10.37 | 4.63 | 29.34 | 4.31 | 21.8 | 19.72 | |
| OF+P1 (Liver)Description=Oracle training on F + P1 for Liver2021.03 | 2.39 | 10.81 | — | — | — | — | — | — | — | — | — | |
| MiB2021.03 | 2.56 | 11.52 | 1.48 | 29.04 | 3.59 | 6.76 | 4.87 | 8.09 | 3.63 | 10.29 | 8.19 | |
| MargExc MIA2021.03 | 2.84 | 4.04 | 1.53 | 1 | 3.24 | 3.96 | 1.43 | 1.28 | 3.13 | 1.68 | 4.02 | |
| LwF2021.03 | 4.85 | 8.16 | 3.97 | 3.01 | — | — | — | — | — | — | 14.76 | |
| OF+P2 (Spleen)Description=Oracle training on F + P2 for Spleen2021.03 | — | — | 1.58 | 24.74 | — | — | — | — | — | — | — | |
| OF+P3 (Pancreas)Description=Oracle training on F + P3 for Pancreas2021.03 | — | — | — | — | 1.58 | 12.12 | — | — | — | — | — | |
| OF+P4 (R/L Kidney)Description=Oracle training on F + P4 for Kidneys2021.03 | — | — | — | — | — | — | 1 | 23.23 | 6.45 | 15.15 | — |