10-shot image generation on LaRS

Metric: μ (higher is better)

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#	Model↕	μ▼	Extra Data	Paper	Date↕	Code
1	SWIM^2 (Mask2Former)	79.7	No	The 2nd Workshop on Maritime Computer Vision (Ma...	2023-11-23	-
2	TransMari (Mask2Former)	79.6	No	The 2nd Workshop on Maritime Computer Vision (Ma...	2023-11-23	-
3	KNet (Swin-T)	78.8	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
4	SegFormer (MiT-B2)	78.6	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
5	Mari-Mask2Former (Mask2Former)	78.4	No	The 2nd Workshop on Maritime Computer Vision (Ma...	2023-11-23	-
6	DeepLabv3+ (ResNet-101)	77.8	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
7	DeepLabv3 (ResNet-101)	77.5	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
8	PointRend	77.5	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
9	FCN (ResNet-101)	77.4	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
10	FCN (ResNet-50)	76.8	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
11	STDC2	76.5	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
12	UNet	75.7	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
13	STDC1	75.6	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
14	BiSeNetv2	73.9	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
15	BiSeNetv1 (ResNet-50)	73.3	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
16	Segmenter (ViT-B)	72.2	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
17	WaSR (ResNet-101)	71	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
18	eWaSR	67.8	No	The 2nd Workshop on Maritime Computer Vision (Ma...	2023-11-23	-
19	WODIS (ResNet-101)	63	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code
20	IntCatchAI	62.4	No	LaRS: A Diverse Panoptic Maritime Obstacle Detec...	2023-08-18	Code

#1SWIM^2 (Mask2Former)SOTA
79.7
μ· 2023-11-23
The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024
#2TransMari (Mask2Former)
79.6
μ· 2023-11-23
The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024
#3KNet (Swin-T)SOTA
78.8
μ· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#4SegFormer (MiT-B2)
78.6
μ· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#5Mari-Mask2Former (Mask2Former)
78.4
μ· 2023-11-23
The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024
#6DeepLabv3+ (ResNet-101)
77.8
μ· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#7DeepLabv3 (ResNet-101)
77.5
μ· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#8PointRend
77.5
μ· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#9FCN (ResNet-101)
77.4
μ· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#10FCN (ResNet-50)
76.8
μ· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#11STDC2
76.5
μ· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#12UNet
75.7
μ· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#13STDC1
75.6
μ· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#14BiSeNetv2
73.9
μ· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#15BiSeNetv1 (ResNet-50)
73.3
μ· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#16Segmenter (ViT-B)
72.2
μ· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#17WaSR (ResNet-101)
71
μ· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#18eWaSR
67.8
μ· 2023-11-23
The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024
#19WODIS (ResNet-101)
63
μ· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code
#20IntCatchAI
62.4
μ· 2023-08-18
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Code