OpenCodePapers
semantic-segmentation-on-urbanlf
Semantic Segmentation
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Paper
Code
mIoU (Syn)
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mIoU (Real)
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ModelName
ReleaseDate
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Delivering Arbitrary-Modal Semantic Segmentation
✓ Link
81.02
83.11
CMNeXt (RGB-LF80)
2023-03-02
Delivering Arbitrary-Modal Semantic Segmentation
✓ Link
80.98
82.62
CMNeXt (RGB-LF33)
2023-03-02
Delivering Arbitrary-Modal Semantic Segmentation
✓ Link
80.74
83.22
CMNeXt (RGB-LF8)
2023-03-02
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation
✓ Link
79.53
n.a.
SA-Gate
2020-07-17
Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis
✓ Link
79.43
n.a.
ESANet
2020-11-13
U-Net: Convolutional Networks for Biomedical Image Segmentation
✓ Link
79.36
78.60
OCR (HRNetV2-W48)
2015-05-18
MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning
✓ Link
79.10
n.a.
MTINet (HRNetV2-W48)
2020-01-19
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
✓ Link
78.53
82.20
SegFormer
2021-05-31
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
✓ Link
77.69
77.74
SETR (ViT-Large)
2020-12-31
Temporal Memory Attention for Video Semantic Segmentation
✓ Link
76.41
77.14
TMANet
2021-02-17
Pyramid Scene Parsing Network
✓ Link
75.78
76.34
PSPNet
2016-12-04
Temporally Distributed Networks for Fast Video Semantic Segmentation
✓ Link
74.71
76.48
TDNet (ResNet-50)
2020-04-03
Video Semantic Segmentation with Distortion-Aware Feature Correction
✓ Link
74.27
75.91
DAVSS
2020-06-18
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
✓ Link
76.27
DeepLabV3+ (ResNet-101)
2018-02-07