| RoadFormer+ (ConvNeXt-L) |
- mIOU
- 62.7
|
RoadFormer+: Delivering RGB-X Scene Parsing through Scale-Aware Information Decoupling and Advanced Heterogeneous Feature Fusion
2024-07-31 |
연결 없음 |
| HAPNet |
- mIOU
- 61.5
|
HAPNet: Toward Superior RGB-Thermal Scene Parsing via Hybrid, Asymmetric, and Progressive Heterogeneous Feature Fusion
2024-04-04 |
코드 1 |
| CRM_RGBT_Seg |
- mIOU
- 61.4
|
Complementary Random Masking for RGB-Thermal Semantic Segmentation
2023-03-30 |
코드 1 |
| Sigma-base |
- mIOU
- 61.3
|
Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation
2024-04-05 |
코드 1 |
| CSFNet-2 |
- mIOU
- 59.98
- Frame (fps)
- 72.7 (3090)
|
CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes
2024-07-01 |
코드 1 |
| CMNeXt (B4) |
- mIOU
- 59.9
|
Delivering Arbitrary-Modal Semantic Segmentation
2023-03-02 |
코드 1 |
| CMX (B4) |
- mIOU
- 59.7
|
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
2022-03-09 |
코드 1 |
| DPLNet |
- mIOU
- 59.3
|
Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning
2023-12-01 |
코드 1 |
| UniRGB-IR |
- mIOU
- 59.3
|
UniRGB-IR: A Unified Framework for RGB-Infrared Semantic Tasks via Adapter Tuning
2024-04-26 |
코드 1 |
| SHIFNet |
- mIOU
- 59.2
|
Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance
2025-03-04 |
코드 1 |
| IGFNet(B2) |
- mIOU
- 59.0
|
IGFNet: Illumination-Guided Fusion Network for Semantic Scene Understanding using RGB-Thermal Images
2023-12-04 |
코드 1 |
| EAEFNet (ResNet-152) |
- mIOU
- 58.9
|
Explicit Attention-Enhanced Fusion for RGB-Thermal Perception Tasks
2023-03-28 |
코드 1 |
| CAINet (MobileNet-V2) |
- mIOU
- 58.6%
|
Context-Aware Interaction Network for RGB-T Semantic Segmentation
2024-01-03 |
코드 1 |
| SpiderMesh (B4) |
- mIOU
- 58.4
|
SpiderMesh: Spatial-aware Demand-guided Recursive Meshing for RGB-T Semantic Segmentation
2023-03-15 |
코드 1 |
| CMX (B2) |
- mIOU
- 58.2
|
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
2022-03-09 |
코드 1 |
| StitchFusion |
- mIOU
- 58.13
|
StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation
2024-08-02 |
코드 1 |
| SpiderMesh (ResNet-152) |
- mIOU
- 57.9
|
SpiderMesh: Spatial-aware Demand-guided Recursive Meshing for RGB-T Semantic Segmentation
2023-03-15 |
코드 1 |
| CACFNet |
- mIOU
- 57.8
|
CACFNet: Cross-Modal Attention Cascaded Fusion Network for RGB-T Urban Scene Parsing
2023-09-14 |
연결 없음 |
| VPFNet |
- mIOU
- 57.61
|
Variational Probabilistic Fusion Network for RGB-T Semantic Segmentation
2023-07-17 |
연결 없음 |
| EGFNet(ConvNeXt) |
- mIOU
- 57.5
|
EGFNet: Edge-Aware Guidance Fusion Network for RGB–Thermal Urban Scene Parsing
2023-08-15 |
코드 1 |
| DooDLeNet |
- mIOU
- 57.3
|
DooDLeNet: Double DeepLab Enhanced Feature Fusion for Thermal-color Semantic Segmentation
2022-04-21 |
연결 없음 |
| PAIF |
- mIOU
- 56.5
|
PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation
2023-08-08 |
코드 1 · 코드 2 · 코드 3 |
| RSFNet (ResNet-101) |
- mIOU
- 56.2
|
Residual Spatial Fusion Network for RGB-Thermal Semantic Segmentation
2023-06-17 |
연결 없음 |
| GEBNet |
- mIOU
- 56.2
|
GEBNet: Graph-Enhancement Branch Network for RGB-T Scene Parsing
2022-10-31 |
연결 없음 |
| SegMiF |
- mIOU
- 56.1
|
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation
2023-08-04 |
코드 1 · 코드 2 |
| SpiderMesh (ResNet-101) |
- mIOU
- 56.1
|
SpiderMesh: Spatial-aware Demand-guided Recursive Meshing for RGB-T Semantic Segmentation
2023-03-15 |
코드 1 |
| MTANet |
- mIOU
- 56.1
|
MTANet: Multitask-Aware Network With Hierarchical Multimodal Fusion for RGB-T Urban Scene Understanding
2022-04-05 |
연결 없음 |
| CENet |
- mIOU
- 56.1
|
CEKD: Cross-Modal Edge-Privileged Knowledge Distillation for Semantic Scene Understanding Using Only Thermal Images
2023-02-22 |
코드 1 |
| CSFNet-1 |
- mIOU
- 56.05
- Frame (fps)
- 106.3 (3090)
|
CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes
2024-07-01 |
코드 1 |
| CSRPNet |
- mIOU
- 56.0
|
Channel and Spatial Relation-Propagation Network for RGB-Thermal Semantic Segmentation
2023-08-24 |
연결 없음 |