SOTAVerified

Semantic Segmentation

Papers

Showing 41014150 of 14763 papers

TitleStatusHype
On-the-Fly Test-time Adaptation for Medical Image SegmentationCode1
D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image SegmentationCode1
DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive ArchitectureCode1
Boundary Difference Over Union Loss For Medical Image SegmentationCode1
DOMINO: Domain-aware Model Calibration in Medical Image SegmentationCode1
Domain generalization of 3D semantic segmentation in autonomous drivingCode1
Online panoptic 3D reconstruction as a Linear Assignment ProblemCode1
OnlineRefer: A Simple Online Baseline for Referring Video Object SegmentationCode1
Only Positive Cases: 5-fold High-order Attention Interaction Model for Skin Segmentation Derived ClassificationCode1
On Model Calibration for Long-Tailed Object Detection and Instance SegmentationCode1
On the Overconfidence Problem in Semantic 3D MappingCode1
DocSegTr: An Instance-Level End-to-End Document Image Segmentation TransformerCode1
Document-level Relation Extraction as Semantic SegmentationCode1
Boundary Guided Context Aggregation for Semantic SegmentationCode1
DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic SegmentationCode1
Double Encoder-Decoder Networks for Gastrointestinal Polyp SegmentationCode1
DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasetsCode1
Boundary IoU: Improving Object-Centric Image Segmentation EvaluationCode1
Domain Composition and Attention for Unseen-Domain Generalizable Medical Image SegmentationCode1
Dual Prototype Attention for Unsupervised Video Object SegmentationCode1
Adaptive Multi-source Predictor for Zero-shot Video Object SegmentationCode1
Learning Dynamic Query Combinations for Transformer-based Object Detection and SegmentationCode1
Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation?Code1
DoUnseen: Tuning-Free Class-Adaptive Object Detection of Unseen Objects for Robotic GraspingCode1
Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image SegmentationCode1
Event-assisted Low-Light Video Object SegmentationCode1
Domain Adaptive Video Segmentation via Temporal Pseudo SupervisionCode1
Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object MixingCode1
DoNet: Deep De-overlapping Network for Cytology Instance SegmentationCode1
An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image SegmentationCode1
DropLoss for Long-Tail Instance SegmentationCode1
DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN TrainingCode1
DropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking TasksCode1
DroTrack: High-speed Drone-based Object Tracking Under UncertaintyCode1
Dual-level Interaction for Domain Adaptive Semantic SegmentationCode1
DSAT-Net: Dual Spatial Attention Transformer for Building Extraction from Aerial ImagesCode1
Frame-To-Frame Consistent Semantic SegmentationCode1
Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation ModelsCode1
On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous DrivingCode1
OpenSeg-R: Improving Open-Vocabulary Segmentation via Step-by-Step Visual ReasoningCode1
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic SegmentationCode1
DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionCode1
Optical Flow boosts Unsupervised Localization and SegmentationCode1
PanoFormer: Panorama Transformer for Indoor 360 Depth EstimationCode1
ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image SegmentationCode1
Domain Adaptive Semantic Segmentation without Source DataCode1
Bounding Box Tightness Prior for Weakly Supervised Image SegmentationCode1
Dual-Attention GAN for Large-Pose Face FrontalizationCode1
An End-to-End Computer Vision Methodology for Quantitative MetallographyCode1
Rethinking Pre-training and Self-trainingCode1
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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