SOTAVerified

Semantic Segmentation

Papers

Showing 53015350 of 14763 papers

TitleStatusHype
MCDAL: Maximum Classifier Discrepancy for Active LearningCode0
Federated Black-Box Adaptation for Semantic SegmentationCode0
MCDS-VSS: Moving Camera Dynamic Scene Video Semantic Segmentation by Filtering with Self-Supervised Geometry and MotionCode0
MAVNet: an Effective Semantic Segmentation Micro-Network for MAV-based TasksCode0
Matterport3D: Learning from RGB-D Data in Indoor EnvironmentsCode0
3D-EffiViTCaps: 3D Efficient Vision Transformer with Capsule for Medical Image SegmentationCode0
Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample AssessmentCode0
Feature Reuse and Fusion for Real-time Semantic segmentationCode0
Collaborative Learning with a Drone OrchestratorCode0
Feature Pyramid and Hierarchical Boosting Network for Pavement Crack DetectionCode0
MASNet: A Robust Deep Marine Animal Segmentation NetworkCode0
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary ShapesCode0
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary ShapesCode0
Mask Selection and Propagation for Unsupervised Video Object SegmentationCode0
Mask Scoring R-CNNCode0
MASSeg : 2nd Technical Report for 4th PVUW MOSE TrackCode0
COLA: COarse LAbel pre-training for 3D semantic segmentation of sparse LiDAR datasetsCode0
Microstructural segmentation using a union of attention guided U-Net models with different color transformed imagesCode0
Mask-Guided Attention U-Net for Enhanced Neonatal Brain Extraction and Image PreprocessingCode0
Masking Hyperspectral Imaging Data with Pretrained ModelsCode0
MaskFusion: Real-Time Recognition, Tracking and Reconstruction of Multiple Moving ObjectsCode0
COIN: Counterfactual inpainting for weakly supervised semantic segmentation for medical imagesCode0
[MASK] is All You NeedCode0
Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion SegmentationCode0
Few-shot Semantic Segmentation with Self-supervision from Pseudo-classesCode0
Mask Editor : an Image Annotation Tool for Image Segmentation TasksCode0
COIN: Confidence Score-Guided Distillation for Annotation-Free Cell SegmentationCode0
Masked Multi-Query Slot Attention for Unsupervised Object DiscoveryCode0
Masked Image Residual Learning for Scaling Deeper Vision TransformersCode0
FFR: Frequency Feature Rectification for Weakly Supervised Semantic SegmentationCode0
Masked Image Modeling Boosting Semi-Supervised Semantic SegmentationCode0
FF-UNet: a U-Shaped Deep Convolutional Neural Network for Multimodal Biomedical Image SegmentationCode0
FCNs in the Wild: Pixel-level Adversarial and Constraint-based AdaptationCode0
Cognition Transferring and Decoupling for Text-supervised Egocentric Semantic SegmentationCode0
Masked Collaborative Contrast for Weakly Supervised Semantic SegmentationCode0
Artificial Intelligence to Assess Dental Findings from Panoramic Radiographs -- A Multinational StudyCode0
MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic SegmentationCode0
FBA-Net: Foreground and Background Aware Contrastive Learning for Semi-Supervised Atrium SegmentationCode0
CoDA: Interactive Segmentation and Morphological Analysis of Dendroid Structures Exemplified on Stony Cold-Water CoralsCode0
FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image SegmentationCode0
Boosting Gaze Object Prediction via Pixel-level Supervision from Vision Foundation ModelCode0
Artificial Intelligence-driven Image Analysis of Bacterial Cells and BiofilmsCode0
MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic Model for Few-Shot Instance SegmentationCode0
Mci-net: multi-scale context integrated network for liver ct image segmentationCode0
Fast Video Object Segmentation by Reference-Guided Mask PropagationCode0
Fast User-Guided Video Object Segmentation by Interaction-and-Propagation NetworksCode0
MARVIS: Motion & Geometry Aware Real and Virtual Image SegmentationCode0
Mapping Africa Settlements: High Resolution Urban and Rural Map by Deep Learning and Satellite ImageryCode0
ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentationCode0
Fast Single Image Dehazing via Multilevel Wavelet Transform based OptimizationCode0
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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