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Semantic Segmentation On Urbanlf
Semantic Segmentation On Urbanlf
评估指标
mIoU (Real)
mIoU (Syn)
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
mIoU (Real)
mIoU (Syn)
Paper Title
Repository
DAVSS
75.91
74.27
Video Semantic Segmentation with Distortion-Aware Feature Correction
-
CMNeXt (RGB-LF33)
82.62
80.98
Delivering Arbitrary-Modal Semantic Segmentation
-
TMANet
77.14
76.41
Temporal Memory Attention for Video Semantic Segmentation
-
TDNet (ResNet-50)
76.48
74.71
Temporally Distributed Networks for Fast Video Semantic Segmentation
-
SETR (ViT-Large)
77.74
77.69
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
-
SegFormer
82.20
78.53
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
-
OCR (HRNetV2-W48)
78.60
79.36
U-Net: Convolutional Networks for Biomedical Image Segmentation
-
CMNeXt (RGB-LF8)
83.22
80.74
Delivering Arbitrary-Modal Semantic Segmentation
-
CMNeXt (RGB-LF80)
83.11
81.02
Delivering Arbitrary-Modal Semantic Segmentation
-
SA-Gate
n.a.
79.53
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation
-
PSPNet
76.34
75.78
Pyramid Scene Parsing Network
-
ESANet
n.a.
79.43
Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis
-
MTINet (HRNetV2-W48)
n.a.
79.10
MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning
-
DeepLabV3+ (ResNet-101)
76.27
-
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
-
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