OpenCodePapers
semantic-segmentation-on-fmb-dataset
Semantic Segmentation
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Paper
Code
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ModelName
ReleaseDate
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RoadFormer+: Delivering RGB-X Scene Parsing through Scale-Aware Information Decoupling and Advanced Heterogeneous Feature Fusion
73.1
RoadFormer+ (RGB-Infrared)
2024-07-31
Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance
✓ Link
67.8
SHIFNet (RGB-Infrared)
2025-03-04
StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation
✓ Link
64.32
StitchFusion+FFMs (RGB-Infrared)
2024-08-02
StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation
✓ Link
63.30
StitchFusion (RGB-Infrared)
2024-08-02
MMSFormer: Multimodal Transformer for Material and Semantic Segmentation
✓ Link
61.70
MMSFormer (RGB-Infrared)
2023-09-07
MMSFormer: Multimodal Transformer for Material and Semantic Segmentation
✓ Link
57.20
MMSFormer (RGB)
2023-09-07
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation
✓ Link
54.80
SegMiF (RGB-Infrared)
2023-08-04
ReCoNet: Real-time Coherent Video Style Transfer Network
✓ Link
50.90
ReCoNet (RGB-Infrared)
2018-07-03
DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion
✓ Link
50.60
DIDFuse (RGB-Infrared)
2020-03-20
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation
✓ Link
50.50
SegMiF (RGB)
2023-08-04
GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild
49.20
GMNet (RGB-Infrared)
2020-07-17
Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection
✓ Link
48.10
TarDAL (RGB-Infrared)
2022-03-30
EGFNet: Edge-Aware Guidance Fusion Network for RGB–Thermal Urban Scene Parsing
✓ Link
47.30
EGFNet (RGB-Infrared)
2023-08-15
FEANet: Feature-Enhanced Attention Network for RGB-Thermal Real-time Semantic Segmentation
✓ Link
46.80
FEANet (RGB-Infrared)
2021-10-18