SOTAVerified

Semantic Segmentation

Papers

Showing 24012450 of 14763 papers

TitleStatusHype
EP-SAM: Weakly Supervised Histopathology Segmentation via Enhanced Prompt with Segment AnythingCode1
Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance SegmentationCode1
Enhancing Organ at Risk Segmentation with Improved Deep Neural NetworksCode1
Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image SegmentationCode1
ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation ModelsCode1
Enhancing surgical instrument segmentation: integrating vision transformer insights with adapterCode1
Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With SupervoxelsCode1
EOV-Seg: Efficient Open-Vocabulary Panoptic SegmentationCode1
Disentangled Representations for Domain-generalized Cardiac SegmentationCode1
EPSANet: An Efficient Pyramid Squeeze Attention Block on Convolutional Neural NetworkCode1
Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial LearningCode1
CHEX: CHannel EXploration for CNN Model CompressionCode1
CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray SegmentationCode1
ESS: Learning Event-based Semantic Segmentation from Still ImagesCode1
Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image SegmentationCode1
Event-assisted Low-Light Video Object SegmentationCode1
CholecInstanceSeg: A Tool Instance Segmentation Dataset for Laparoscopic SurgeryCode1
Evidence fusion with contextual discounting for multi-modality medical image segmentationCode1
Discovering Object Masks with Transformers for Unsupervised Semantic SegmentationCode1
Evolving Normalization-Activation LayersCode1
Excavating the Potential Capacity of Self-Supervised Monocular Depth EstimationCode1
Expansion and Shrinkage of Localization for Weakly-Supervised Semantic SegmentationCode1
Discriminative Region Suppression for Weakly-Supervised Semantic SegmentationCode1
Explicit Attention-Enhanced Fusion for RGB-Thermal Perception TasksCode1
CISCA and CytoDArk0: a Cell Instance Segmentation and Classification method for histo(patho)logical image Analyses and a new, open, Nissl-stained dataset for brain cytoarchitecture studiesCode1
Exploiting Diffusion Prior for Generalizable Dense PredictionCode1
CAR: Class-aware Regularizations for Semantic SegmentationCode1
CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image SegmentationCode1
Applying Eigencontours to PolarMask-Based Instance SegmentationCode1
Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic SegmentationCode1
Directional Deep Embedding and Appearance Learning for Fast Video Object SegmentationCode1
Cityscapes-Panoptic-Parts and PASCAL-Panoptic-Parts datasets for Scene UnderstandingCode1
CitySurfaces: City-Scale Semantic Segmentation of Sidewalk MaterialsCode1
ComBiNet: Compact Convolutional Bayesian Neural Network for Image SegmentationCode1
Applying Surface Normal Information in Drivable Area and Road Anomaly Detection for Ground Mobile RobotsCode1
ClaSP -- Parameter-free Time Series SegmentationCode1
ClaSP - Time Series SegmentationCode1
Class Adaptive Network CalibrationCode1
Dirichlet-based Uncertainty Calibration for Active Domain AdaptationCode1
Learning Spatio-Appearance Memory Network for High-Performance Visual TrackingCode1
Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic SegmentationCode1
Exploring Simple Open-Vocabulary Semantic SegmentationCode1
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic SegmentationCode1
Exploring the Benefits of Vision Foundation Models for Unsupervised Domain AdaptationCode1
Exploring the Semi-supervised Video Object Segmentation Problem from a Cyclic PerspectiveCode1
Exploring Transfer Learning in Medical Image Segmentation using Vision-Language ModelsCode1
Extending Maps with Semantic and Contextual Object Information for Robot Navigation: a Learning-Based Framework using Visual and Depth CuesCode1
Class-Difficulty Based Methods for Long-Tailed Visual RecognitionCode1
Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use?Code1
Dissecting Self-Supervised Learning Methods for Surgical Computer VisionCode1
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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