Semantic Segmentation on LaRS

Metric: Q (higher is better)

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#	Model↕	Q▼	Extra Data	Paper	Date↕	Code
1	SWIM^2 (Mask2Former)	78.1	No	The 2nd Workshop on Maritime Computer Vision (Ma...	2023-11-23	-
2	TransMari (Mask2Former)	77.8	No	The 2nd Workshop on Maritime Computer Vision (Ma...	2023-11-23	-
3	Mari-Mask2Former (Mask2Former)	75.7	No	The 2nd Workshop on Maritime Computer Vision (Ma...	2023-11-23	-
4	KNet (Swin-T)	71.3	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
5	SegFormer (MiT-B2)	67.8	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
6	DeepLabv3 (ResNet-101)	62.9	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
7	PointRend	62.1	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
8	DeepLabv3+ (ResNet-101)	61	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
9	STDC2	60.8	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
10	FCN (ResNet-101)	60.2	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
11	WaSR (ResNet-101)	59.5	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
12	STDC1	57.8	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
13	eWaSR	56.5	No	The 2nd Workshop on Maritime Computer Vision (Ma...	2023-11-23	-
14	FCN (ResNet-50)	53.6	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
15	Segmenter (ViT-B)	52.6	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
16	BiSeNetv2	51.2	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
17	WODIS (ResNet-101)	40.7	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
18	BiSeNetv1 (ResNet-50)	39.4	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
19	IntCatchAI	20.5	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
20	UNet	13.9	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code

#1SWIM^2 (Mask2Former)SOTA
78.1
Q· 2023-11-23
The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024
#2TransMari (Mask2Former)
77.8
Q· 2023-11-23
The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024
#3Mari-Mask2Former (Mask2Former)
75.7
Q· 2023-11-23
The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024
#4KNet (Swin-T)SOTA
71.3
Q· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#5SegFormer (MiT-B2)
67.8
Q· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#6DeepLabv3 (ResNet-101)
62.9
Q· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#7PointRend
62.1
Q· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#8DeepLabv3+ (ResNet-101)
61
Q· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#9STDC2
60.8
Q· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#10FCN (ResNet-101)
60.2
Q· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#11WaSR (ResNet-101)
59.5
Q· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#12STDC1
57.8
Q· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#13eWaSR
56.5
Q· 2023-11-23
The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024
#14FCN (ResNet-50)
53.6
Q· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#15Segmenter (ViT-B)
52.6
Q· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#16BiSeNetv2
51.2
Q· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#17WODIS (ResNet-101)
40.7
Q· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#18BiSeNetv1 (ResNet-50)
39.4
Q· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#19IntCatchAI
20.5
Q· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#20UNet
13.9
Q· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code