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Thermal Image Segmentation On Pst900

Métriques

mIoU

Résultats

Résultats de performance de divers modèles sur ce benchmark

Paper Title
SHIFNet89.8Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance
HAPNet89.0HAPNet: Toward Superior RGB-Thermal Scene Parsing via Hybrid, Asymmetric, and Progressive Heterogeneous Feature Fusion
CRM_RGBTSeg88Complementary Random Masking for RGB-Thermal Semantic Segmentation
Sigma-small87.8Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation
MMSFormer87.45MMSFormer: Multimodal Transformer for Material and Semantic Segmentation
DPLNet86.7Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning
CACFNet86.56CACFNet: Cross-Modal Attention Cascaded Fusion Network for RGB-T Urban Scene Parsing
EGFNet (ConvNeXt)85.42EGFNet: Edge-Aware Guidance Fusion Network for RGB–Thermal Urban Scene Parsing
StitchFusion (RGB-T)85.35StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation
CAINet (MobileNet-V2)84.74Context-Aware Interaction Network for RGB-T Semantic Segmentation
UniRGB-IR82.8UniRGB-IR: A Unified Framework for Visible-Infrared Semantic Tasks via Adapter Tuning
SpiderMesh82.3SpiderMesh: Spatial-aware Demand-guided Recursive Meshing for RGB-T Semantic Segmentation
GEBNet81.15GEBNet: Graph-Enhancement Branch Network for RGB-T Scene Parsing
MTANet78.60MTANet: Multitask-Aware Network With Hierarchical Multimodal Fusion for RGB-T Urban Scene Understanding
EGFNet78.51Edge-aware Guidance Fusion Network for RGB Thermal Scene Parsing
CSRPNet (ResNet-50)75.0Channel and Spatial Relation-Propagation Network for RGB-Thermal Semantic Segmentation
ACNet71.81ACNet: Attention Based Network to Exploit Complementary Features for RGBD Semantic Segmentation
PSTNet68.4PST900: RGB-Thermal Calibration, Dataset and Segmentation Network
RTFNet57.6RTFNet: RGB-Thermal Fusion Network for Semantic Segmentation of Urban Scenes
MFNet57.0MFNet: Towards real-time semantic segmentation for autonomous vehicles with multi-spectral scenes
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Thermal Image Segmentation On Pst900 | SOTA | HyperAI