Polyp Segmentation on EndoScene (test)
91.6Dice CoefficientCopy-Paste
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Copy-PasteBase Architecture=CT-Net2025.05 | 91.6 | 85.5 | |
| CT-NetBase Architecture=CT-Net2025.05 | 90.8 | 84.4 | |
| T2I-AdapterBase Architecture=CT-Net, Prior Type=Mask-only (M)2025.05 | 90.8 | 84.3 | |
| ControlNetBase Architecture=CT-Net, Prior Type=Mask-Image joint (M+I)2025.05 | 90.7 | 84.2 | |
| PVT-GCASCADE2023.10 | 90.56 | 83.87 | |
| PVT-CASCADE2023.10 | 90.47 | 83.79 | |
| Siamese-DiffusionBase Architecture=SANet, Prior Type=Mask-only (M)2025.05 | 90.4 | 83.9 | |
| Siamese-DiffusionBase Architecture=Polyp-PVT, Prior Type=Mask-only (M)2025.05 | 90.4 | 83.8 | |
| CaraNet2023.10 | 90.3 | 83.8 | |
| ControlNetBase Architecture=Polyp-PVT, Prior Type=Mask-Image joint (M+I)2025.05 | 90.3 | 83.5 | |
| ArSDMBase Architecture=SANet, Prior Type=Mask-only (M)2025.05 | 90.2 | 83.2 | |
| ControlNetBase Architecture=SANet, Prior Type=Mask-only (M)2025.05 | 90.2 | 83.7 | |
| ControlNetBase Architecture=CT-Net, Prior Type=Mask-only (M)2025.05 | 90.2 | 84.1 | |
| Siamese-DiffusionBase Architecture=CT-Net, Prior Type=Mask-only (M)2025.05 | 90.1 | 83.6 | |
| Polyp-PVTBase Architecture=Polyp-PVT2025.05 | 90 | 83.3 | |
| ControlNetBase Architecture=SANet, Prior Type=Mask-Image joint (M+I)2025.05 | 89.9 | 83.3 | |
| ArSDMBase Architecture=CT-Net, Prior Type=Mask-only (M)2025.05 | 89.8 | 82.9 | |
| Copy-PasteBase Architecture=SANet2025.05 | 89.7 | 83 | |
| SSFormerPVT2023.10 | 89.46 | 82.68 | |
| SinGAN-SegBase Architecture=CT-Net, Prior Type=Mask-only (M)2025.05 | 89.4 | 82.3 | |
| SANetBase Architecture=SANet2025.05 | 88.8 | 81.5 | |
| PolypPVT2023.10 | 88.71 | 81.89 | |
| T2I-AdapterBase Architecture=Polyp-PVT, Prior Type=Mask-only (M)2025.05 | 88.7 | 81.6 | |
| SinGAN-SegBase Architecture=SANet, Prior Type=Mask-only (M)2025.05 | 88.3 | 81.6 | |
| UACANet-L2023.10 | 88.21 | 80.84 | |
| ArSDMBase Architecture=Polyp-PVT, Prior Type=Mask-only (M)2025.05 | 88.2 | 81.2 | |
| Copy-PasteBase Architecture=Polyp-PVT2025.05 | 88 | 80.9 | |
| ControlNetBase Architecture=Polyp-PVT, Prior Type=Mask-only (M)2025.05 | 88 | 81.1 | |
| PraNet2023.10 | 87.1 | 79.7 | |
| SinGAN-SegBase Architecture=Polyp-PVT, Prior Type=Mask-only (M)2025.05 | 87 | 79.7 | |
| T2I-AdapterBase Architecture=SANet, Prior Type=Mask-only (M)2025.05 | 86.5 | 78.9 | |
| UNet2023.10 | 71 | 62.7 | |
| UNet++2023.10 | 70.7 | 62.4 |