Polyp Segmentation on Collected large-scale polyp dataset
93.22RecallLDNet
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| LDNetvariant=Ours (Full Model)2023.01 | 93.22 | 98.15 | 92.16 | 91.66 | 86.28 | 96.39 | 91.34 | 97.55 | |
| PraNet2023.01 | 92.86 | 97.87 | 90.52 | 90.64 | 84.6 | 95.91 | 90.25 | 97.28 | |
| ACSNet2023.01 | 92.43 | 97.79 | 90.94 | 90.54 | 84.64 | 95.75 | 90.19 | 97.11 | |
| LDNetvariant=Baseline + DK2023.01 | 92.22 | 97.58 | 90.41 | 89.88 | 83.86 | 95.53 | 89.7 | 96.92 | |
| SANet2023.01 | 92.18 | 98.22 | 91.67 | 90.75 | 84.98 | 96.02 | 90.5 | 97.27 | |
| LDNetvariant=Baseline2023.01 | 92.02 | 97.03 | 87.75 | 88.3 | 81.26 | 94.95 | 88.11 | 96.54 | |
| CCBANet2023.01 | 91.91 | 97.79 | 91.32 | 90.39 | 84.36 | 95.73 | 90.04 | 97.1 | |
| LDNetvariant=Baseline + DK + ESAS2023.01 | 91.76 | 98.25 | 92.14 | 90.74 | 84.91 | 95.85 | 90.38 | 97.14 | |
| UNet++2023.01 | 89.88 | 97.43 | 88.18 | 86.92 | 79.88 | 94.56 | 87.26 | 96.21 | |
| UNet2023.01 | 87.89 | 97.27 | 87.23 | 85 | 77.48 | 93.95 | 85.71 | 95.64 |