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Semantic Segmentation On Urbanlf

評価指標

mIoU (Real)
mIoU (Syn)

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
mIoU (Real)
mIoU (Syn)
Paper TitleRepository
DAVSS75.9174.27Video Semantic Segmentation with Distortion-Aware Feature Correction
CMNeXt (RGB-LF33)82.6280.98Delivering Arbitrary-Modal Semantic Segmentation
TMANet77.1476.41Temporal Memory Attention for Video Semantic Segmentation
TDNet (ResNet-50)76.4874.71Temporally Distributed Networks for Fast Video Semantic Segmentation
SETR (ViT-Large)77.7477.69Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
SegFormer82.2078.53SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
OCR (HRNetV2-W48)78.6079.36U-Net: Convolutional Networks for Biomedical Image Segmentation
CMNeXt (RGB-LF8)83.2280.74Delivering Arbitrary-Modal Semantic Segmentation
CMNeXt (RGB-LF80)83.1181.02Delivering Arbitrary-Modal Semantic Segmentation
SA-Gaten.a.79.53Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation
PSPNet76.3475.78Pyramid Scene Parsing Network
ESANetn.a.79.43Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis
MTINet (HRNetV2-W48)n.a.79.10MTI-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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