Semantic Segmentation on Porto

Metric: IoU (higher is better)

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#	Model↕	IoU▼	Extra Data	Paper	Date↕	Code
1	CMNeXt	73.12	No	Delivering Arbitrary-Modal Semantic Segmentation	2023-03-02	Code
2	CMX	72.85	No	CMX: Cross-Modal Fusion for RGB-X Semantic Segme...	2022-03-09	Code
3	CMMPNet	72.29	No	Aerial Images Meet Crowdsourced Trajectories: A ...	2021-11-30	-
4	SA-Gate	72.21	No	Bi-directional Cross-Modality Feature Propagatio...	2020-07-17	Code
5	Sun et al.	71.79	No	Leveraging Crowdsourced GPS Data for Road Extrac...	2019-05-04	-
6	D-LinkNet	70.2	No	-	-	Code

#1CMNeXtSOTA
73.12
IoU· 2023-03-02
Delivering Arbitrary-Modal Semantic Segmentation Code
#2CMXSOTA
72.85
IoU· 2022-03-09
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers Code
#3CMMPNetSOTA
72.29
IoU· 2021-11-30
Aerial Images Meet Crowdsourced Trajectories: A New Approach to Robust Road Extraction
#4SA-GateSOTA
72.21
IoU· 2020-07-17
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation Code
#5Sun et al.SOTA
71.79
IoU· 2019-05-04
Leveraging Crowdsourced GPS Data for Road Extraction from Aerial Imagery
#6D-LinkNet
70.2
IoU
No paperCode