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SOTA
热图像分割
Thermal Image Segmentation On Pst900
Thermal Image Segmentation On Pst900
评估指标
mIoU
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
mIoU
Paper Title
Repository
SHIFNet
89.8
Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance
HAPNet
89.0
HAPNet: Toward Superior RGB-Thermal Scene Parsing via Hybrid, Asymmetric, and Progressive Heterogeneous Feature Fusion
CRM_RGBTSeg
88
Complementary Random Masking for RGB-Thermal Semantic Segmentation
Sigma-small
87.8
Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation
MMSFormer
87.45
MMSFormer: Multimodal Transformer for Material and Semantic Segmentation
DPLNet
86.7
Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning
CACFNet
86.56
CACFNet: Cross-Modal Attention Cascaded Fusion Network for RGB-T Urban Scene Parsing
-
EGFNet (ConvNeXt)
85.42
EGFNet: Edge-Aware Guidance Fusion Network for RGB–Thermal Urban Scene Parsing
-
StitchFusion (RGB-T)
85.35
StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation
CAINet (MobileNet-V2)
84.74
Context-Aware Interaction Network for RGB-T Semantic Segmentation
UniRGB-IR
82.8
UniRGB-IR: A Unified Framework for Visible-Infrared Semantic Tasks via Adapter Tuning
SpiderMesh
82.3
SpiderMesh: Spatial-aware Demand-guided Recursive Meshing for RGB-T Semantic Segmentation
GEBNet
81.15
GEBNet: Graph-Enhancement Branch Network for RGB-T Scene Parsing
-
MTANet
78.60
MTANet: Multitask-Aware Network With Hierarchical Multimodal Fusion for RGB-T Urban Scene Understanding
-
EGFNet
78.51
Edge-aware Guidance Fusion Network for RGB Thermal Scene Parsing
CSRPNet (ResNet-50)
75.0
Channel and Spatial Relation-Propagation Network for RGB-Thermal Semantic Segmentation
-
ACNet
71.81
ACNet: Attention Based Network to Exploit Complementary Features for RGBD Semantic Segmentation
PSTNet
68.4
PST900: RGB-Thermal Calibration, Dataset and Segmentation Network
RTFNet
57.6
RTFNet: RGB-Thermal Fusion Network for Semantic Segmentation of Urban Scenes
-
MFNet
57.0
MFNet: Towards real-time semantic segmentation for autonomous vehicles with multi-spectral scenes
-
0 of 22 row(s) selected.
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