Semantic Segmentation on PST900

Metric: mIoU (higher is better)

LeaderboardDataset

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Results

#	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