Semantic Segmentation on Kvasir-SEG

Metric: mDice (higher is better)

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#	Model↕	mDice▼	Extra Data	Paper	Date↕	Code
1	PVT-CASCADE	0.9258	No	-	-	Code
2	KDAS	0.913	No	KDAS: Knowledge Distillation via Attention Super...	2023-12-13	Code
3	TGA-Net	0.8982	No	TGANet: Text-guided attention for improved polyp...	2022-05-09	Code
4	PEFNet	0.8818	No	Multi Kernel Positional Embedding ConvNeXt for P...	2023-01-17	Code
5	TransNetR	0.8706	No	TransNetR: Transformer-based Residual Network fo...	2023-03-13	Code
6	ResUNet++	0.8133	No	ResUNet++: An Advanced Architecture for Medical ...	2019-11-16	Code
7	ResUNet	0.7877	No	Kvasir-SEG: A Segmented Polyp Dataset	2019-11-16	Code

#1PVT-CASCADE
0.9258
mDice
No paperCode
#2KDASSOTA
0.913
mDice· 2023-12-13
KDAS: Knowledge Distillation via Attention Supervision Framework for Polyp Segmentation Code
#3TGA-NetSOTA
0.8982
mDice· 2022-05-09
TGANet: Text-guided attention for improved polyp segmentation Code
#4PEFNet
0.8818
mDice· 2023-01-17
Multi Kernel Positional Embedding ConvNeXt for Polyp Segmentation Code
#5TransNetR
0.8706
mDice· 2023-03-13
TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing Code
#6ResUNet++SOTA
0.8133
mDice· 2019-11-16
ResUNet++: An Advanced Architecture for Medical Image Segmentation Code
#7ResUNet
0.7877
mDice· 2019-11-16
Kvasir-SEG: A Segmented Polyp Dataset Code