Polyp Segmentation on Overall Combined 5 Datasets (test)
85.1mDiceSiamese-Diffusion
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Siamese-DiffusionBase Architecture=CT-Net, Prior Type=Mask-only (M)2025.05 | 85.1 | 78.1 | |
| Siamese-DiffusionBase Architecture=Polyp-PVT, Prior Type=Mask-only (M)2025.05 | 84.4 | 77.3 | |
| T2I-AdapterBase Architecture=CT-Net, Prior Type=Mask-only (M)2025.05 | 84.3 | 77.2 | |
| CT-NetBase Architecture=CT-Net2025.05 | 84.2 | 77 | |
| ArSDMBase Architecture=CT-Net, Prior Type=Mask-only (M)2025.05 | 84.2 | 77 | |
| ControlNetBase Architecture=CT-Net, Prior Type=Mask-Image joint (M+I)2025.05 | 84.1 | 77.1 | |
| ArSDMBase Architecture=Polyp-PVT, Prior Type=Mask-only (M)2025.05 | 84 | 76.7 | |
| Copy-PasteBase Architecture=CT-Net2025.05 | 84 | 76.9 | |
| ControlNetBase Architecture=CT-Net, Prior Type=Mask-only (M)2025.05 | 83.7 | 76.6 | |
| Polyp-PVTBase Architecture=Polyp-PVT2025.05 | 83.3 | 76 | |
| ControlNetBase Architecture=Polyp-PVT, Prior Type=Mask-Image joint (M+I)2025.05 | 83.2 | 76 | |
| SinGAN-SegBase Architecture=Polyp-PVT, Prior Type=Mask-only (M)2025.05 | 83.1 | 75.7 | |
| T2I-AdapterBase Architecture=Polyp-PVT, Prior Type=Mask-only (M)2025.05 | 83 | 75.8 | |
| ArSDMBase Architecture=SANet, Prior Type=Mask-only (M)2025.05 | 82.8 | 75.6 | |
| ControlNetBase Architecture=Polyp-PVT, Prior Type=Mask-only (M)2025.05 | 82.5 | 75.1 | |
| ControlNetBase Architecture=SANet, Prior Type=Mask-only (M)2025.05 | 81.5 | 74.1 | |
| SinGAN-SegBase Architecture=CT-Net, Prior Type=Mask-only (M)2025.05 | 81.5 | 74.6 | |
| Copy-PasteBase Architecture=SANet2025.05 | 81.1 | 73.7 | |
| T2I-AdapterBase Architecture=SANet, Prior Type=Mask-only (M)2025.05 | 81.1 | 73.2 | |
| Siamese-DiffusionBase Architecture=SANet, Prior Type=Mask-only (M)2025.05 | 81 | 73.6 | |
| ControlNetBase Architecture=SANet, Prior Type=Mask-Image joint (M+I)2025.05 | 80.5 | 72.8 | |
| Copy-PasteBase Architecture=Polyp-PVT2025.05 | 80.1 | 73 | |
| SinGAN-SegBase Architecture=SANet, Prior Type=Mask-only (M)2025.05 | 80 | 72.6 | |
| SANetBase Architecture=SANet2025.05 | 79.4 | 71.4 |