Gland Segmentation on CRAG
87.4F1 ScoreDSF-CNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DSF-CNNGroup=C8, Params=3.7M2020.04 | 87.4 | 89.1 | 138.4 | — | |
| MILD-NetGroup={e}, Params=83.3M2020.04 | 86.9 | 88.3 | 146.2 | — | |
| Rota-NetGroup=C4, Params=71.3M2020.04 | 86.9 | 88.7 | 144.2 | — | |
| Steerable G-CNNGroup=C8, Params=989K2020.04 | 86.1 | 88.8 | 139.5 | — | |
| Steerable G-CNNGroup=C12, Params=976K2020.04 | 85.5 | 87 | 156.2 | — | |
| G-CNNGroup=C8, Params=988K2020.04 | 83.7 | 86.6 | 157.4 | — | |
| Steerable G-CNNGroup=C4, Params=984K2020.04 | 83.7 | 86.9 | 164.8 | — | |
| G-CNNGroup=C4, Params=982K2020.04 | 83.3 | 85.6 | 170.4 | — | |
| U-NetGroup={e}, Params=37.0M2020.04 | 82.7 | 84.4 | 196.9 | — | |
| MILD-Net2018.06 | 82.5 | 87.5 | 160.14 | 3 | |
| G-CNNGroup=C12, Params=979K2020.04 | 81.8 | 83.4 | 192.2 | — | |
| Steerable G-CNNGroup={e}, Params=981K2020.04 | 81.1 | 84.8 | 175.9 | — | |
| FCN8Group={e}, Params=134.3M2020.04 | 79.6 | 83.5 | 199.5 | — | |
| CNNGroup={e}, Params=984K2020.04 | 79.3 | 80.9 | 246 | — | |
| DCAN2018.06 | 73.6 | 79.4 | 218.76 | 6 | |
| DeepLab2018.06 | 64.8 | 74.5 | 281.45 | 10 | |
| SegNet2018.06 | 62.2 | 73.9 | 247.84 | 11 | |
| U-Net2018.06 | 60 | 65.4 | 354.09 | 15 | |
| FCN-82018.06 | 55.8 | 64 | 436.43 | 18 |