Medical Image Segmentation
Benchmark List
All benchmarks related to this task
2015-miccai-polyp-detection
Best model: DoubleUNet
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2018-data-science-bowl
Best model: DoubleUNet
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acdc
Best model: FCT
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amos
Best model: MedNeXt-L (5x5x5)
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asu-mayo-clinic-dataset-1
Best model: ResUNet++
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autoimmune-dataset
Best model: Unet with APP
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automatic-cardiac-diagnosis-challenge-acdc
Best model: FCT
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autooral-dataset
Best model: HF-UNet
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bkai-igh-neopolyp-small
Best model: QTSeg
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brain-us
Best model: MedT
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chaos-mri-dataset
Best model: MS-Dual-Guided
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cvc-videoclinicdb
Best model: ResUNet++ + TTA
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cvc-clinicdb
Best model: DUCK-Net
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cvc-colondb
Best model: RAPUNet
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em
Best model: UNet++
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endotect-polyp-segmentation
Best model: DDANet
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enseg
Best model: YOLOv8-m + SAM-b
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etis-laribpolypdb
Best model: RAPUNet
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extended-task10-colon-medical-decathlon
Best model: nnUNet
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glas
Best model: Hi-gMISnet
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hsvm
Best model: MS-Dual-Guided
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hyper-kvasir-dataset
Best model: efficientnetb1
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isbi-2012-em-segmentation
Best model: DC-UNet
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iseg-2017-challenge
Best model: HyperDenseNet
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isic-2018
Best model: EMCAD
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isic-2018-1
Best model: ProMISe
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isic2018
Best model: EMCAD
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kvasir-instrument
Best model: DoubleUNet
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kvasir-seg
Best model: DUCK-Net
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kvasircapsule-seg
Best model: NanoNet
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lits2017
Best model: UNet 3+
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medical-segmentation-decathlon
Best model: Swin UNETR
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miccai-2015-multi-atlas-abdomen-labeling
Best model: MERIT
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miccai-2015-head-and-neck-challenge
Best model: AnatomyNet
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monusac
Best model: MaxViT-UNet
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monuseg
Best model: MDM
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mosmeddata
Best model: C2FVL
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promise12
Best model: Hi-gMISnet
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rite
Best model: KiU-Net
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segpc-2021
Best model: DCSAU-Net
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synapse
Best model: nnFormer
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synapse-multi-organ-ct
Best model: Interactive AI-SAM gt box
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cell
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chase-db1
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drive
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medico-automatic-polyp-segmentation-challenge
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monuseg-2018
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robust-mis
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