Semantic Segmentation on PST900

Metric: mIoU (higher is better)

LeaderboardDataset

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Results

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#	Model↕	mIoU▼	Extra Data	Paper	Date↕	Code
1	SHIFNet	89.8	No	Unveiling the Potential of Segment Anything Mode...	2025-03-04	Code
2	HAPNet	89	No	HAPNet: Toward Superior RGB-Thermal Scene Parsin...	2024-04-04	Code
3	CRM_RGBTSeg	88	No	Complementary Random Masking for RGB-Thermal Sem...	2023-03-30	Code
4	Sigma-small	87.8	No	Sigma: Siamese Mamba Network for Multi-Modal Sem...	2024-04-05	Code
5	MMSFormer	87.45	No	MMSFormer: Multimodal Transformer for Material a...	2023-09-07	Code
6	DPLNet	86.7	No	Efficient Multimodal Semantic Segmentation via D...	2023-12-01	Code
7	CACFNet	86.56	No	-	-	-
8	EGFNet (ConvNeXt)	85.42	No	-	-	Code
9	StitchFusion (RGB-T)	85.35	No	StitchFusion: Weaving Any Visual Modalities to E...	2024-08-02	Code
10	CAINet (MobileNet-V2)	84.74	No	Context-Aware Interaction Network for RGB-T Sema...	2024-01-03	Code
11	UniRGB-IR	82.8	No	UniRGB-IR: A Unified Framework for RGB-Infrared ...	2024-04-26	Code
12	SpiderMesh	82.3	No	SpiderMesh: Spatial-aware Demand-guided Recursiv...	2023-03-15	Code
13	GEBNet	81.15	No	-	-	-
14	MTANet	78.6	No	-	-	-
15	EGFNet	78.51	No	Edge-aware Guidance Fusion Network for RGB Therm...	2021-12-09	Code
16	CSRPNet (ResNet-50)	75	No	Channel and Spatial Relation-Propagation Network...	2023-08-24	-
17	ACNet	71.81	No	ACNet: Attention Based Network to Exploit Comple...	2019-05-24	Code
18	PSTNet	68.4	No	PST900: RGB-Thermal Calibration, Dataset and Seg...	2019-09-20	Code
19	RTFNet	57.6	No	-	-	Code
20	MFNet	57	No	-	-	-
21	UNet	52.8	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
22	Fast-SCNN	47.2	No	Fast-SCNN: Fast Semantic Segmentation Network	2019-02-12	Code

#1SHIFNetSOTA
89.8
mIoU· 2025-03-04
Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance Code
#2HAPNetSOTA
89
mIoU· 2024-04-04
HAPNet: Toward Superior RGB-Thermal Scene Parsing via Hybrid, Asymmetric, and Progressive Heterogeneous Feature Fusion Code
#3CRM_RGBTSegSOTA
88
mIoU· 2023-03-30
Complementary Random Masking for RGB-Thermal Semantic Segmentation Code
#4Sigma-small
87.8
mIoU· 2024-04-05
Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation Code
#5MMSFormer
87.45
mIoU· 2023-09-07
MMSFormer: Multimodal Transformer for Material and Semantic Segmentation Code
#6DPLNet
86.7
mIoU· 2023-12-01
Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning Code
#7CACFNet
86.56
mIoU
No paper
#8EGFNet (ConvNeXt)
85.42
mIoU
No paperCode
#9StitchFusion (RGB-T)
85.35
mIoU· 2024-08-02
StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation Code
#10CAINet (MobileNet-V2)
84.74
mIoU· 2024-01-03
Context-Aware Interaction Network for RGB-T Semantic Segmentation Code
#11UniRGB-IR
82.8
mIoU· 2024-04-26
UniRGB-IR: A Unified Framework for RGB-Infrared Semantic Tasks via Adapter Tuning Code
#12SpiderMeshSOTA
82.3
mIoU· 2023-03-15
SpiderMesh: Spatial-aware Demand-guided Recursive Meshing for RGB-T Semantic Segmentation Code
#13GEBNet
81.15
mIoU
No paper
#14MTANet
78.6
mIoU
No paper
#15EGFNetSOTA
78.51
mIoU· 2021-12-09
Edge-aware Guidance Fusion Network for RGB Thermal Scene Parsing Code
#16CSRPNet (ResNet-50)
75
mIoU· 2023-08-24
Channel and Spatial Relation-Propagation Network for RGB-Thermal Semantic Segmentation
#17ACNetSOTA
71.81
mIoU· 2019-05-24
ACNet: Attention Based Network to Exploit Complementary Features for RGBD Semantic Segmentation Code
#18PSTNet
68.4
mIoU· 2019-09-20
PST900: RGB-Thermal Calibration, Dataset and Segmentation Network Code
#19RTFNet
57.6
mIoU
No paperCode
#20MFNet
57
mIoU
No paper
#21UNetSOTA
52.8
mIoU· 2015-05-18
U-Net: Convolutional Networks for Biomedical Image Segmentation Code
#22Fast-SCNN
47.2
mIoU· 2019-02-12
Fast-SCNN: Fast Semantic Segmentation Network Code