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Vaihingen
Semantic Segmentation on Vaihingen
Metric: mIoU (higher is better)
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#
Model
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mIoU
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Extra Data
Paper
Date
↕
Code
1
CMX
82.87
No
CMX: Cross-Modal Fusion for RGB-X Semantic Segme...
2022-03-09
Code
2
LMFNet-2 (
82.49
No
LMFNet: An Efficient Multimodal Fusion Approach ...
2024-04-21
-
3
SA-Gate
81.03
No
Bi-directional Cross-Modality Feature Propagatio...
2020-07-17
Code
4
V-FuseNet
79.56
No
Beyond RGB: Very High Resolution Urban Remote Se...
2017-11-23
Code
5
UnetFormer
77.24
No
UNetFormer: A UNet-like Transformer for Efficien...
2021-09-18
Code
6
SegFormer-B1
76.92
No
SegFormer: Simple and Efficient Design for Seman...
2021-05-31
Code
7
PSPNet
76.79
No
Pyramid Scene Parsing Network
2016-12-04
Code
8
HRNet-48
76.75
No
Deep High-Resolution Representation Learning for...
2019-08-20
Code
9
SegFormer-B2
76.69
No
SegFormer: Simple and Efficient Design for Seman...
2021-05-31
Code
10
HRNet-18
75.9
No
Deep High-Resolution Representation Learning for...
2019-08-20
Code
11
SegFormer-B0
75.57
No
SegFormer: Simple and Efficient Design for Seman...
2021-05-31
Code
12
FPN
74.86
No
Feature Pyramid Networks for Object Detection
2016-12-09
Code
13
DeepLabV3+
72.9
No
Encoder-Decoder with Atrous Separable Convolutio...
2018-02-07
Code
#1
CMX
SOTA
82.87
mIoU
· 2022-03-09
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
Code
#2
LMFNet-2 (
82.49
mIoU
· 2024-04-21
LMFNet: An Efficient Multimodal Fusion Approach for Semantic Segmentation in High-Resolution Remote Sensing
#3
SA-Gate
SOTA
81.03
mIoU
· 2020-07-17
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation
Code
#4
V-FuseNet
SOTA
79.56
mIoU
· 2017-11-23
Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep Networks
Code
#5
UnetFormer
77.24
mIoU
· 2021-09-18
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery
Code
#6
SegFormer-B1
76.92
mIoU
· 2021-05-31
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
Code
#7
PSPNet
SOTA
76.79
mIoU
· 2016-12-04
Pyramid Scene Parsing Network
Code
#8
HRNet-48
76.75
mIoU
· 2019-08-20
Deep High-Resolution Representation Learning for Visual Recognition
Code
#9
SegFormer-B2
76.69
mIoU
· 2021-05-31
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
Code
#10
HRNet-18
75.9
mIoU
· 2019-08-20
Deep High-Resolution Representation Learning for Visual Recognition
Code
#11
SegFormer-B0
75.57
mIoU
· 2021-05-31
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
Code
#12
FPN
74.86
mIoU
· 2016-12-09
Feature Pyramid Networks for Object Detection
Code
#13
DeepLabV3+
72.9
mIoU
· 2018-02-07
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
Code