SOTAVerified

Semantic Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 5601–5650 of 14763 papers

TitleStatusHype
ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical ContrastCode1
Uncertainty estimation in Deep Learning for Panoptic segmentation—0
Primitive Simultaneous Optimization of Similarity Metrics for Image Registration—0
USTC FLICAR: A Sensors Fusion Dataset of LiDAR-Inertial-Camera for Heavy-duty Autonomous Aerial Work Robots—0
Towards Open-Vocabulary Video Instance SegmentationCode1
Cross-modal tumor segmentation using generative blending augmentation and self trainingCode0
U-Netmer: U-Net meets Transformer for medical image segmentation—0
Noisy Image Segmentation With Soft-Dice—0
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic SegmentationCode1
Small but Mighty: Enhancing 3D Point Clouds Semantic Segmentation with U-Next FrameworkCode1
Video Instance Segmentation in an Open-WorldCode0
Open-Vocabulary Semantic Segmentation with Decoupled One-Pass NetworkCode1
RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene UnderstandingCode2
LIGHT: Joint Individual Building Extraction and Height Estimation from Satellite Images through a Unified Multitask Learning Network—0
3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point CloudsCode1
FinnWoodlands DatasetCode1
Associating Spatially-Consistent Grouping with Text-supervised Semantic Segmentation—0
Joint 2D-3D Multi-Task Learning on Cityscapes-3D: 3D Detection, Segmentation, and Depth EstimationCode2
DropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking TasksCode1
Learning Robust Medical Image Segmentation from Multi-source Annotations—0
PCCA-Model: an attention module for medical image segmentation—0
JacobiNeRF: NeRF Shaping with Mutual Information GradientsCode1
Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization—0
Deep Learning Architectures for Diagnosis of Diabetic RetinopathyCode0
Learning with Explicit Shape Priors for Medical Image SegmentationCode1
INoD: Injected Noise Discriminator for Self-Supervised Representation Learning in Agricultural Fields—0
Improving extreme weather events detection with light-weight neural networks—0
Ensemble Methods for Multi-Organ Segmentation in CT Series—0
Directional Connectivity-based Segmentation of Medical ImagesCode1
APPT : Asymmetric Parallel Point Transformer for 3D Point Cloud Understanding—0
Fooling Polarization-based Vision using Locally Controllable Polarizing Projection—0
Semi-Weakly Supervised Object Kinematic Motion Prediction—0
Zero-shot Referring Image Segmentation with Global-Local Context FeaturesCode1
Rethinking Local Perception in Lightweight Vision TransformerCode1
SemHint-MD: Learning from Noisy Semantic Labels for Self-Supervised Monocular Depth Estimation—0
SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision TransformerCode1
Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning—0
Removing supervision in semantic segmentation with local-global matching and area balancingCode0
MobileInst: Video Instance Segmentation on the Mobile—0
Complementary Random Masking for RGB-Thermal Semantic SegmentationCode1
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain AdaptationCode1
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual TasksCode3
FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation—0
DDP: Diffusion Model for Dense Visual PredictionCode2
Fair Federated Medical Image Segmentation via Client Contribution Estimation—0
Domain Adaptive Semantic Segmentation by Optimal Transport—0
Adaptive Superpixel for Active Learning in Semantic SegmentationCode1
ARMBench: An Object-centric Benchmark Dataset for Robotic Manipulation—0
InceptionNeXt: When Inception Meets ConvNeXtCode4
De-coupling and De-positioning Dense Self-supervised LearningCode0
Show:102550
← PrevPage 113 of 296Next →
All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified