SOTAVerified

Semantic Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 6851–6900 of 14763 papers

TitleStatusHype
FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation—0
USE-Evaluator: Performance Metrics for Medical Image Segmentation Models with Uncertain, Small or Empty Reference AnnotationsCode0
Diversified Dynamic Routing for Vision Tasks—0
ERASE-Net: Efficient Segmentation Networks for Automotive Radar Signals—0
EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object RelationsCode1
SAPA: Similarity-Aware Point Affiliation for Feature UpsamplingCode1
RetiFluidNet: A Self-Adaptive and Multi-Attention Deep Convolutional Network for Retinal OCT Fluid SegmentationCode1
Generalized Parametric Contrastive LearningCode2
BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in VideoCode1
A Uniform Representation Learning Method for OCT-based Fingerprint Presentation Attack Detection and Reconstruction—0
Image-to-Image Translation for Autonomous Driving from Coarsely-Aligned Image Pairs—0
CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image SegmentationCode1
TeST: Test-time Self-Training under Distribution Shift—0
Uncertainty-aware Perception Models for Off-road Autonomous Unmanned Ground Vehicles—0
NamedMask: Distilling Segmenters from Complementary Foundation ModelsCode1
Automated head and neck tumor segmentation from 3D PET/CT—0
Graph Neural Network and Superpixel Based Brain Tissue Segmentation (Corrected Version)—0
Deep Learning on Home Drone: Searching for the Optimal ArchitectureCode0
Self-adversarial Multi-scale Contrastive Learning for Semantic Segmentation of Thermal Facial ImagesCode1
RNGDet++: Road Network Graph Detection by Transformer with Instance Segmentation and Multi-scale Features Enhancement—0
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future DirectionsCode2
D-InLoc++: Indoor Localization in Dynamic EnvironmentsCode0
A Dataset for Analysing Complex Document Layouts in the Digital Humanities and Its Evaluation with Krippendorff’s AlphaCode0
Automated ischemic stroke lesion segmentation from 3D MRI—0
Frequency Dropout: Feature-Level Regularization via Randomized Filtering—0
Diffusion Unit: Interpretable Edge Enhancement and Suppression Learning for 3D Point Cloud SegmentationCode1
Dynamic Graph Message Passing Networks for Visual RecognitionCode1
Improving Replay-Based Continual Semantic Segmentation with Smart Data SelectionCode0
Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images—0
Towards Robust Referring Image SegmentationCode1
LidarMultiNet: Towards a Unified Multi-Task Network for LiDAR Perception—0
A Simple and Powerful Global Optimization for Unsupervised Video Object SegmentationCode1
Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving—0
Attentive Symmetric Autoencoder for Brain MRI SegmentationCode1
A Causal Intervention Scheme for Semantic Segmentation of Quasi-periodic Cardiovascular Signals—0
NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex ScenesCode1
SegNeXt: Rethinking Convolutional Attention Design for Semantic SegmentationCode2
SF2SE3: Clustering Scene Flow into SE(3)-Motions via Proposal and SelectionCode1
Semantic Segmentation using Neural Ordinary Differential Equations—0
CNN based Intelligent Streetlight Management Using Smart CCTV Camera and Semantic SegmentationCode0
Automated Segmentation and Recurrence Risk Prediction of Surgically Resected Lung Tumors with Adaptive Convolutional Neural NetworksCode0
Can segmentation models be trained with fully synthetically generated data?—0
DytanVO: Joint Refinement of Visual Odometry and Motion Segmentation in Dynamic EnvironmentsCode2
Scalable SoftGroup for 3D Instance Segmentation on Point CloudsCode2
Contrastive Re-localization and History Distillation in Federated CMR Segmentation—0
DMFormer: Closing the Gap Between CNN and Vision Transformers—0
Image Understands Point Cloud: Weakly Supervised 3D Semantic Segmentation via Association LearningCode0
Causes of Catastrophic Forgetting in Class-Incremental Semantic Segmentation—0
Continual Learning for Class- and Domain-Incremental Semantic Segmentation—0
Expansion and Shrinkage of Localization for Weakly-Supervised Semantic SegmentationCode1
Show:102550
← PrevPage 138 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
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation 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