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FCBFormer
|
S2S2: Semantic Stacking for Robust Semantic Segme…
|
0.93
|
2024-12-17
|
|
|
EMCAD
|
EMCAD: Efficient Multi-scale Convolutional Attent…
|
0.93
|
2024-05-11
|
|
|
EffiSegNet-B5
|
EffiSegNet: Gastrointestinal Polyp Segmentation t…
|
0.91
|
2024-07-23
|
|
|
EffiSegNet-B4
|
EffiSegNet: Gastrointestinal Polyp Segmentation t…
|
0.91
|
2024-07-23
|
|
|
DUCK-Net
|
Using DUCK-Net for Polyp Image Segmentation
|
0.91
|
2023-11-03
|
|
|
SEP
|
Spatially Exclusive Pasting: A General Data Augme…
|
0.90
|
2022-11-15
|
|
|
FCB Former
|
Adaptive t-vMF Dice Loss for Multi-class Medical …
|
0.90
|
2022-07-16
|
|
|
FCB-SwinV2 Transformer
|
FCB-SwinV2 Transformer for Polyp Segmentation
|
0.90
|
2023-02-02
|
|
|
MSRF-Net
|
MSRF-Net: A Multi-Scale Residual Fusion Network f…
|
0.89
|
2021-05-16
|
|
|
LM-Net
|
LM-Net: A Light-weight and Multi-scale Network fo…
|
0.89
|
2025-01-07
|
|
|
SSFormer-L
|
Stepwise Feature Fusion: Local Guides Global
|
0.89
|
2022-03-07
|
|
|
FCBFormer
|
FCN-Transformer Feature Fusion for Polyp Segmenta…
|
0.89
|
2022-08-17
|
|
|
HarDNet-DFUS
|
HarDNet-DFUS: An Enhanced Harmonically-Connected …
|
0.89
|
2022-09-15
|
|
|
ESFPNet-L
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ESFPNet: efficient deep learning architecture for…
|
0.89
|
2022-07-15
|
|
|
GMSRF-Net
|
GMSRF-Net: An improved generalizability with glob…
|
0.88
|
2021-11-20
|
|
|
UGCANet
|
UGCANet: A Unified Global Context-Aware Transform…
|
0.88
|
2023-07-12
|
|
|
FANet
|
FANet: A Feedback Attention Network for Improved …
|
0.88
|
2021-03-31
|
|
|
PVT-GCASCADE
|
G-CASCADE: Efficient Cascaded Graph Convolutional…
|
0.88
|
2023-10-24
|
|
|
ColonFormer
|
ColonFormer: An Efficient Transformer based Metho…
|
0.88
|
2022-05-17
|
|
|
DuAT
|
DuAT: Dual-Aggregation Transformer Network for Me…
|
0.88
|
2022-12-21
|
|
|
RaBiT
|
RaBiT: An Efficient Transformer using Bidirection…
|
0.87
|
2023-07-12
|
|
|
ADSNet
|
Adaptation of Distinct Semantics for Uncertain Ar…
|
0.87
|
2024-05-13
|
|
|
TransFuse-L
|
TransFuse: Fusing Transformers and CNNs for Medic…
|
0.87
|
2021-02-16
|
|
|
TransFuse-S
|
TransFuse: Fusing Transformers and CNNs for Medic…
|
0.87
|
2021-02-16
|
|
|
CaraNet
|
CaraNet: Context Axial Reverse Attention Network …
|
0.87
|
2021-08-16
|
|
|
BDG-Net
|
BDG-Net: Boundary Distribution Guided Network for…
|
0.87
|
2022-01-03
|
|
|
MEGANet(Res2Net-50)
|
MEGANet: Multi-Scale Edge-Guided Attention Networ…
|
0.86
|
2023-09-06
|
|
|
SAM-EG
|
SAM-EG: Segment Anything Model with Egde Guidance…
|
0.86
|
2024-06-21
|
|
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UACANet-L
|
UACANet: Uncertainty Augmented Context Attention …
|
0.86
|
2021-07-06
|
|
|
Polyp-SAM++
|
Polyp-SAM++: Can A Text Guided SAM Perform Better…
|
0.86
|
2023-08-12
|
|
|
U-Net++
|
UNet++: A Nested U-Net Architecture for Medical I…
|
0.86
|
2018-07-18
|
|
|
MEGANet(ResNet-34)
|
MEGANet: Multi-Scale Edge-Guided Attention Networ…
|
0.86
|
2023-09-06
|
|
|
U-Net
|
U-Net: Convolutional Networks for Biomedical Imag…
|
0.86
|
2015-05-18
|
|
|
HarDNet-MSEG
|
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segm…
|
0.86
|
2021-01-18
|
|
|
UACANet-S
|
UACANet: Uncertainty Augmented Context Attention …
|
0.85
|
2021-07-06
|
|
|
ProMISe
|
ProMISe: Promptable Medical Image Segmentation us…
|
0.85
|
2024-03-07
|
|
|
PraNet
|
PraNet: Parallel Reverse Attention Network for Po…
|
0.85
|
2020-06-13
|
|
|
KDAS
|
KDAS: Knowledge Distillation via Attention Superv…
|
0.85
|
2023-12-13
|
|
|
AG-CUResNeSt
|
AG-CUResNeSt: A Novel Method for Colon Polyp Segm…
|
0.85
|
2021-05-02
|
|
|
TGA-Net
|
TGANet: Text-guided attention for improved polyp …
|
0.83
|
2022-05-09
|
|
|
TransResU-Net
|
TransResU-Net: Transformer based ResU-Net for Rea…
|
0.82
|
2022-06-17
|
|
|
PEFNet
|
Multi Kernel Positional Embedding ConvNeXt for Po…
|
0.82
|
2023-01-17
|
|
|
ResUNet++
|
ResUNet++: An Advanced Architecture for Medical I…
|
0.81
|
2019-11-16
|
|
|
TransNetR
|
TransNetR: Transformer-based Residual Network for…
|
0.80
|
2023-03-13
|
|
|
ResUNet
|
Kvasir-SEG: A Segmented Polyp Dataset
|
0.79
|
2019-11-16
|
|
|
DDANet
|
DDANet: Dual Decoder Attention Network for Automa…
|
0.78
|
2020-12-30
|
|
|
ResUNet++ + TTA + CRF
|
A Comprehensive Study on Colorectal Polyp Segment…
|
0.78
|
2021-07-26
|
|
|
Yolo-SAM 2
|
Self-Prompting Polyp Segmentation in Colonoscopy …
|
0.76
|
2024-09-14
|
|
|
DoubleUnet-DCA
|
Dual Cross-Attention for Medical Image Segmentati…
|
0.74
|
2023-03-30
|
|
|
ColonSegNet
|
Real-Time Polyp Detection, Localization and Segme…
|
0.72
|
2020-11-15
|
|
|
RUPNet
|
RUPNet: Residual upsampling network for real-time…
|
0.66
|
2023-01-06
|
|