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ResearchFormerly WizWand

Polyp Segmentation on Overall Combined 5 Datasets (test)

85.1mDiceSiamese-Diffusion
79.17280.71182.2583.789May 9, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Siamese-DiffusionBase Architecture=CT-Net, Prior Type=Mask-only (M)2025.0585.178.1
Siamese-DiffusionBase Architecture=Polyp-PVT, Prior Type=Mask-only (M)2025.0584.477.3
T2I-AdapterBase Architecture=CT-Net, Prior Type=Mask-only (M)2025.0584.377.2
CT-NetBase Architecture=CT-Net2025.0584.277
ArSDMBase Architecture=CT-Net, Prior Type=Mask-only (M)2025.0584.277
ControlNetBase Architecture=CT-Net, Prior Type=Mask-Image joint (M+I)2025.0584.177.1
ArSDMBase Architecture=Polyp-PVT, Prior Type=Mask-only (M)2025.058476.7
Copy-PasteBase Architecture=CT-Net2025.058476.9
ControlNetBase Architecture=CT-Net, Prior Type=Mask-only (M)2025.0583.776.6
Polyp-PVTBase Architecture=Polyp-PVT2025.0583.376
ControlNetBase Architecture=Polyp-PVT, Prior Type=Mask-Image joint (M+I)2025.0583.276
SinGAN-SegBase Architecture=Polyp-PVT, Prior Type=Mask-only (M)2025.0583.175.7
T2I-AdapterBase Architecture=Polyp-PVT, Prior Type=Mask-only (M)2025.058375.8
ArSDMBase Architecture=SANet, Prior Type=Mask-only (M)2025.0582.875.6
ControlNetBase Architecture=Polyp-PVT, Prior Type=Mask-only (M)2025.0582.575.1
ControlNetBase Architecture=SANet, Prior Type=Mask-only (M)2025.0581.574.1
SinGAN-SegBase Architecture=CT-Net, Prior Type=Mask-only (M)2025.0581.574.6
Copy-PasteBase Architecture=SANet2025.0581.173.7
T2I-AdapterBase Architecture=SANet, Prior Type=Mask-only (M)2025.0581.173.2
Siamese-DiffusionBase Architecture=SANet, Prior Type=Mask-only (M)2025.058173.6
ControlNetBase Architecture=SANet, Prior Type=Mask-Image joint (M+I)2025.0580.572.8
Copy-PasteBase Architecture=Polyp-PVT2025.0580.173
SinGAN-SegBase Architecture=SANet, Prior Type=Mask-only (M)2025.058072.6
SANetBase Architecture=SANet2025.0579.471.4