2D Semantic Segmentation on MAS3K

Metric: MAE (lower is better)

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	SAM2-UNet	0.021	No	SAM2-UNet: Segment Anything 2 Makes Strong Encod...	2024-08-16	Code
2	MAS-SAM	0.025	No	MAS-SAM: Segment Any Marine Animal with Aggregat...	2024-04-24	Code
3	MASNet	0.032	No	-	-	Code
4	ZoomNet	0.032	No	Zoom In and Out: A Mixed-scale Triplet Network f...	2022-03-05	Code

#1SAM2-UNetSOTA
0.021
MAE· 2024-08-16
SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation Code
#2MAS-SAMSOTA
0.025
MAE· 2024-04-24
MAS-SAM: Segment Any Marine Animal with Aggregated Features Code
#3MASNet
0.032
MAE
No paperCode
#4ZoomNetSOTA
0.032
MAE· 2022-03-05
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection Code