Semantic Segmentation on Noisy RS RGB-T Dataset

Metric: mIoU (higher is better)

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#	Model↕	mIoU▼	Extra Data	Paper	Date↕	Code
1	CMNeXt (B4)	60.3	No	Delivering Arbitrary-Modal Semantic Segmentation	2023-03-02	Code
2	EAEFNet	60	No	Explicit Attention-Enhanced Fusion for RGB-Therm...	2023-03-28	Code
3	CMX (B4)	56.1	No	CMX: Cross-Modal Fusion for RGB-X Semantic Segme...	2022-03-09	Code
4	SA-Gate	54	No	Bi-directional Cross-Modality Feature Propagatio...	2020-07-17	Code
5	RTFNet	48.5	No	-	-	Code
6	MFNet	33.1	No	-	-	-

#1CMNeXt (B4)SOTA
60.3
mIoU· 2023-03-02
Delivering Arbitrary-Modal Semantic Segmentation Code
#2EAEFNet
60
mIoU· 2023-03-28
Explicit Attention-Enhanced Fusion for RGB-Thermal Perception Tasks Code
#3CMX (B4)SOTA
56.1
mIoU· 2022-03-09
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers Code
#4SA-GateSOTA
54
mIoU· 2020-07-17
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation Code
#5RTFNet
48.5
mIoU
No paperCode
#6MFNet
33.1
mIoU
No paper