SOTAVerified

Semantic Segmentation

Papers

Showing 28512900 of 14763 papers

TitleStatusHype
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based PerceptionCode1
Content-Consistent Matching for Domain Adaptive Semantic SegmentationCode1
Leveraging Hidden Positives for Unsupervised Semantic SegmentationCode1
Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance SegmentationCode1
Dynamic Label Injection for Imbalanced Industrial Defect SegmentationCode1
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image SegmentationCode1
Context-aware Feature Generation for Zero-shot Semantic SegmentationCode1
DynaMask: Dynamic Mask Selection for Instance SegmentationCode1
Context-Aware Interaction Network for RGB-T Semantic SegmentationCode1
Context-Aware Mixup for Domain Adaptive Semantic SegmentationCode1
LiDAR-Camera Panoptic Segmentation via Geometry-Consistent and Semantic-Aware AlignmentCode1
Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image SegmentationCode1
Context-Aware Relative Object Queries To Unify Video Instance and Panoptic SegmentationCode1
Affinity Space Adaptation for Semantic Segmentation Across DomainsCode1
D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in VideosCode1
CamoDiffusion: Camouflaged Object Detection via Conditional Diffusion ModelsCode1
Dynamic 3D Scene Analysis by Point Cloud AccumulationCode1
Context-Based Visual-Language Place RecognitionCode1
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic SegmentationCode1
Context Decoupling Augmentation for Weakly Supervised Semantic SegmentationCode1
AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic SegmentationCode1
DVIS++: Improved Decoupled Framework for Universal Video SegmentationCode1
Linear Semantics in Generative Adversarial NetworksCode1
LineCounter: Learning Handwritten Text Line Segmentation by CountingCode1
Addressing Failure Detection by Learning Model ConfidenceCode1
LinK: Linear Kernel for LiDAR-based 3D PerceptionCode1
DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic ConvolutionCode1
Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic SegmentationCode1
Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration ErrorCode1
ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation LearningCode1
Asymmetric Patch Sampling for Contrastive LearningCode1
Context Prior for Scene SegmentationCode1
DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image SegmentationCode1
Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image SegmentationCode1
LM-Net: A Light-weight and Multi-scale Network for Medical Image SegmentationCode1
Local-Global Context Aware Transformer for Language-Guided Video SegmentationCode1
Context-self contrastive pretraining for crop type semantic segmentationCode1
Local Temperature Scaling for Probability CalibrationCode1
Contextual Attention Network: Transformer Meets U-NetCode1
Contextual Diversity for Active LearningCode1
Learning with Unmasked Tokens Drives Stronger Vision LearnersCode1
Long-tail Detection with Effective Class-MarginsCode1
DuAT: Dual-Aggregation Transformer Network for Medical Image SegmentationCode1
Long-tailed Distribution AdaptationCode1
DVIS: Decoupled Video Instance Segmentation FrameworkCode1
LoSh: Long-Short Text Joint Prediction Network for Referring Video Object SegmentationCode1
A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed SupervisionCode1
Dynamic Convolution for 3D Point Cloud Instance SegmentationCode1
A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic SegmentationCode1
Dual Progressive Transformations 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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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