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

Metric: mean F-measure (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	mean F-measure▼	Extra Data	Paper	Date↕	Code
1	YOLO-SAM 2	93.8	No	Self-Prompting Polyp Segmentation in Colonoscopy...	2024-09-14	Code
2	SALI	0.831	No	SALI: Short-term Alignment and Long-term Interac...	2024-06-19	Code
3	AutoSAM	0.774	No	AutoSAM: Adapting SAM to Medical Images by Overl...	2023-06-10	-
4	PNS+	0.73	No	Video Polyp Segmentation: A Deep Learning Perspe...	2022-03-27	Code
5	2/3D	0.708	No	-	-	-
6	ACSNet	0.688	No	-	-	-
7	PNSNet	0.664	No	Progressively Normalized Self-Attention Network ...	2021-05-18	Code
8	MAT	0.641	No	-	-	Code
9	SANet	0.634	No	Shallow Attention Network for Polyp Segmentation	2021-08-02	Code
10	PraNet	0.632	No	PraNet: Parallel Reverse Attention Network for P...	2020-06-13	Code
11	FSNet	0.63	No	Full-Duplex Strategy for Video Object Segmentation	2021-08-06	Code
12	PCSA	0.519	No	-	-	-
13	COSNet	0.496	No	See More, Know More: Unsupervised Video Object S...	2020-01-19	Code
14	DCF	0.312	No	-	-	Code
15	AMD	0.146	No	The Emergence of Objectness: Learning Zero-Shot ...	2021-11-11	Code

#1YOLO-SAM 2SOTA
93.8
mean F-measure· 2024-09-14
Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 Model Code
#2SALISOTA
0.831
mean F-measure· 2024-06-19
SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp Segmentation Code
#3AutoSAMSOTA
0.774
mean F-measure· 2023-06-10
AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt Encoder
#4PNS+SOTA
0.73
mean F-measure· 2022-03-27
Video Polyp Segmentation: A Deep Learning Perspective Code
#52/3D
0.708
mean F-measure
No paper
#6ACSNet
0.688
mean F-measure
No paper
#7PNSNetSOTA
0.664
mean F-measure· 2021-05-18
Progressively Normalized Self-Attention Network for Video Polyp Segmentation Code
#8MAT
0.641
mean F-measure
No paperCode
#9SANet
0.634
mean F-measure· 2021-08-02
Shallow Attention Network for Polyp Segmentation Code
#10PraNetSOTA
0.632
mean F-measure· 2020-06-13
PraNet: Parallel Reverse Attention Network for Polyp Segmentation Code
#11FSNet
0.63
mean F-measure· 2021-08-06
Full-Duplex Strategy for Video Object Segmentation Code
#12PCSA
0.519
mean F-measure
No paper
#13COSNetSOTA
0.496
mean F-measure· 2020-01-19
See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks Code
#14DCF
0.312
mean F-measure
No paperCode
#15AMD
0.146
mean F-measure· 2021-11-11
The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos Code