HyperAI超神经

首页资讯最新论文教程数据集百科 SOTA LLM 模型天梯 GPU 天梯顶会

中文

HyperAI超神经

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

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

0 of 14 row(s) selected.