SOTAVerified

Semantic Segmentation

Papers

Showing 22512300 of 14763 papers

TitleStatusHype
Global Spectral Filter Memory Network for Video Object SegmentationCode1
Non-local U-Net for Biomedical Image SegmentationCode1
Contextual Attention Network: Transformer Meets U-NetCode1
A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation ModelsCode1
Global Knowledge Calibration for Fast Open-Vocabulary SegmentationCode1
GPU-Net: Lightweight U-Net with more diverse featuresCode1
Grid Saliency for Context Explanations of Semantic SegmentationCode1
CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose EstimationCode1
Context Decoupling Augmentation for Weakly Supervised Semantic SegmentationCode1
Global Aggregation then Local Distribution for Scene ParsingCode1
Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention NetworksCode1
Context Label Learning: Improving Background Class Representations in Semantic SegmentationCode1
CARRADA Dataset: Camera and Automotive Radar with Range-Angle-Doppler AnnotationsCode1
Context-Aware Relative Object Queries To Unify Video Instance and Panoptic SegmentationCode1
Context-Based Visual-Language Place RecognitionCode1
Global Aggregation then Local Distribution in Fully Convolutional NetworksCode1
Context-aware Feature Generation for Zero-shot Semantic SegmentationCode1
Context-Aware Interaction Network for RGB-T Semantic SegmentationCode1
Generative Parameter-Efficient Fine-TuningCode1
CARIS: Context-Augmented Referring Image SegmentationCode1
Context-Aware Mixup for Domain Adaptive Semantic SegmentationCode1
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR SegmentationCode1
ABANet: Attention boundary-aware network for image segmentationCode1
Contextual Diversity for Active LearningCode1
Contextual Transformer Networks for Visual RecognitionCode1
Continual Attentive Fusion for Incremental Learning in Semantic SegmentationCode1
Continual atlas-based segmentation of prostate MRICode1
Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNsCode1
Content-Consistent Matching for Domain Adaptive Semantic SegmentationCode1
A Novel Decomposed Feature-Oriented Framework for Open-Set Semantic Segmentation on LiDAR DataCode1
Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image SegmentationCode1
GndNet: Fast Ground Plane Estimation and Point Cloud Segmentation for Autonomous VehiclesCode1
CasFusionNet: A Cascaded Network for Point Cloud Semantic Scene Completion by Dense Feature FusionCode1
Continual Hippocampus Segmentation with TransformersCode1
Continual Learning for Image Segmentation with Dynamic QueryCode1
Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse DataCode1
Contrastive Registration for Unsupervised Medical Image SegmentationCode1
GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group PropagationCode1
CARD: Semantic Segmentation with Efficient Class-Aware Regularized DecoderCode1
A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image DehazingCode1
ContourFormer:Real-Time Contour-Based End-to-End Instance Segmentation TransformerCode1
Contour Proposal Networks for Biomedical Instance SegmentationCode1
Contrastive Boundary Learning for Point Cloud SegmentationCode1
Gradient Alignment Improves Test-Time Adaptation for Medical Image SegmentationCode1
Cardiac Segmentation with Strong Anatomical GuaranteesCode1
A Deep Learning Approach to Teeth Segmentation and Orientation from Panoramic X-raysCode1
Context Prior for Scene SegmentationCode1
Container: Context Aggregation NetworkCode1
Container: Context Aggregation NetworksCode1
GETAM: Gradient-weighted Element-wise Transformer Attention Map for Weakly-supervised Semantic segmentationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified