SOTAVerified

Semantic Segmentation

Papers

Showing 27512800 of 14763 papers

TitleStatusHype
ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion SegmentationCode1
Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image SegmentationCode1
Knowledge Distillation from A Stronger TeacherCode1
Knowledge Transfer and Domain Adaptation for Fine-Grained Remote Sensing Image SegmentationCode1
DuAT: Dual-Aggregation Transformer Network for Medical Image SegmentationCode1
Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image SegmentationCode1
Context-Based Visual-Language Place RecognitionCode1
L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic SegmentationCode1
Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image TranslationCode1
CRIS: CLIP-Driven Referring Image SegmentationCode1
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing FlowCode1
Learning Hierarchical Image Segmentation For Recognition and By RecognitionCode1
Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional NetworksCode1
ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud UnderstandingCode1
Dynamic 3D Scene Analysis by Point Cloud AccumulationCode1
Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point CloudsCode1
3D-GRES: Generalized 3D Referring Expression SegmentationCode1
CrOC: Cross-View Online Clustering for Dense Visual Representation LearningCode1
Conditional Boundary Loss for Semantic SegmentationCode1
Dual Path Learning for Domain Adaptation of Semantic SegmentationCode1
Conditional Convolutions for Instance SegmentationCode1
AeroReformer: Aerial Referring Transformer for UAV-based Referring Image SegmentationCode1
Conditional Diffusion Models for Weakly Supervised Medical Image SegmentationCode1
Conditional diffusion model with spatial attention and latent embedding for medical image segmentationCode1
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language ModelCode1
Dual Progressive Transformations for Weakly Supervised Semantic SegmentationCode1
CamSAM2: Segment Anything Accurately in Camouflaged VideosCode1
Language-Bridged Spatial-Temporal Interaction for Referring Video Object SegmentationCode1
Language-Grounded Indoor 3D Semantic Segmentation in the WildCode1
Conditional Object-Centric Learning from VideoCode1
ASSET: Autoregressive Semantic Scene Editing with Transformers at High ResolutionsCode1
LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception TasksCode1
Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor SceneCode1
Large-scale Autonomous Flight with Real-time Semantic SLAM under Dense Forest CanopyCode1
An MRF-UNet Product of Experts for Image SegmentationCode1
CAFuser: Condition-Aware Multimodal Fusion for Robust Semantic Perception of Driving ScenesCode1
Dual Super-Resolution Learning for Semantic SegmentationCode1
Camouflaged Object Segmentation with Distraction MiningCode1
Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud SegmentationCode1
Dual-level Interaction for Domain Adaptive Semantic SegmentationCode1
Associating Objects with Transformers for Video Object SegmentationCode1
Anytime Dense Prediction with Confidence AdaptivityCode1
Latent Graph Representations for Critical View of Safety AssessmentCode1
LAVT: Language-Aware Vision Transformer for Referring Image SegmentationCode1
Addressing Failure Prediction by Learning Model ConfidenceCode1
LC-GAN: Image-to-image Translation Based on Generative Adversarial Network for Endoscopic ImagesCode1
Learnable Earth Parser: Discovering 3D Prototypes in Aerial ScansCode1
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional NetworksCode1
Context Label Learning: Improving Background Class Representations in Semantic SegmentationCode1
CateNorm: Categorical Normalization for Robust Medical Image 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