Medical Image Segmentation on SUN-SEG-Easy (Unseen)

Metric: weighted F-measure (higher is better)

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#	Model↕	weighted F-measure▼	Extra Data	Paper	Date↕	Code
1	SALI	0.794	No	SALI: Short-term Alignment and Long-term Interac...	2024-06-19	Code
2	AutoSAM	0.716	No	AutoSAM: Adapting SAM to Medical Images by Overl...	2023-06-10	-
3	PNS+	0.676	No	Video Polyp Segmentation: A Deep Learning Perspe...	2022-03-27	Code
4	2/3D	0.652	No	-	-	-
5	ACSNet	0.642	No	-	-	-
6	PNSNet	0.616	No	Progressively Normalized Self-Attention Network ...	2021-05-18	Code
7	MAT	0.575	No	-	-	Code
8	PraNet	0.572	No	PraNet: Parallel Reverse Attention Network for P...	2020-06-13	Code
9	SANet	0.566	No	Shallow Attention Network for Polyp Segmentation	2021-08-02	Code
10	FSNet	0.551	No	Full-Duplex Strategy for Video Object Segmentation	2021-08-06	Code
11	PCSA	0.451	No	-	-	-
12	COSNet	0.431	No	See More, Know More: Unsupervised Video Object S...	2020-01-19	Code
13	DCF	0.27	No	-	-	Code
14	AMD	0.133	No	The Emergence of Objectness: Learning Zero-Shot ...	2021-11-11	Code

#1SALISOTA
0.794
weighted F-measure· 2024-06-19
SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp Segmentation Code
#2AutoSAMSOTA
0.716
weighted F-measure· 2023-06-10
AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt Encoder
#3PNS+SOTA
0.676
weighted F-measure· 2022-03-27
Video Polyp Segmentation: A Deep Learning Perspective Code
#42/3D
0.652
weighted F-measure
No paper
#5ACSNet
0.642
weighted F-measure
No paper
#6PNSNetSOTA
0.616
weighted F-measure· 2021-05-18
Progressively Normalized Self-Attention Network for Video Polyp Segmentation Code
#7MAT
0.575
weighted F-measure
No paperCode
#8PraNetSOTA
0.572
weighted F-measure· 2020-06-13
PraNet: Parallel Reverse Attention Network for Polyp Segmentation Code
#9SANet
0.566
weighted F-measure· 2021-08-02
Shallow Attention Network for Polyp Segmentation Code
#10FSNet
0.551
weighted F-measure· 2021-08-06
Full-Duplex Strategy for Video Object Segmentation Code
#11PCSA
0.451
weighted F-measure
No paper
#12COSNetSOTA
0.431
weighted F-measure· 2020-01-19
See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks Code
#13DCF
0.27
weighted F-measure
No paperCode
#14AMD
0.133
weighted F-measure· 2021-11-11
The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos Code