SOTAVerified

Semantic Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 7901–7950 of 14763 papers

TitleStatusHype
Point-Unet: A Context-aware Point-based Neural Network for Volumetric SegmentationCode1
X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation—0
Tangles and Hierarchical Clustering—0
WegFormer: Transformers for Weakly Supervised Semantic Segmentation—0
Object discovery and representation networksCode0
Scribble-Supervised LiDAR Semantic SegmentationCode2
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic SegmentationCode1
SATS: Self-Attention Transfer for Continual Semantic SegmentationCode1
Neural Radiance Projection—0
InvPT: Inverted Pyramid Multi-task Transformer for Dense Scene UnderstandingCode2
InsCon:Instance Consistency Feature Representation via Self-Supervised Learning—0
Deep learning for radar data exploitation of autonomous vehicleCode1
Learning What Not to Segment: A New Perspective on Few-Shot SegmentationCode2
A deep learning pipeline for breast cancer ki-67 proliferation index scoring—0
ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic SegmentationCode0
RecursiveMix: Mixed Learning with HistoryCode0
Skydiver: A Spiking Neural Network Accelerator Exploiting Spatio-Temporal Workload Balance—0
TransCAM: Transformer Attention-based CAM Refinement for Weakly Supervised Semantic SegmentationCode1
Defending From Physically-Realizable Adversarial Attacks Through Internal Over-Activation Analysis—0
Implicit Motion Handling for Video Camouflaged Object DetectionCode1
CAR: Class-aware Regularizations for Semantic SegmentationCode1
Contrastive Learning for Automotive mmWave Radar Detection Points Based Instance Segmentation—0
PNM: Pixel Null Model for General Image Segmentation—0
Deformable VisTR: Spatio temporal deformable attention for video instance segmentationCode0
Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation—0
One-stage Video Instance Segmentation: From Frame-in Frame-out to Clip-in Clip-outCode0
Medical Image Segmentation on MRI Images with Missing Modalities: A Review—0
ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRICode1
Saliency-Driven Versatile Video Coding for Neural Object Detection—0
Embedding Earth: Self-supervised contrastive pre-training for dense land cover classificationCode2
Active Token MixerCode1
Hyperbolic Image SegmentationCode1
Contrastive Boundary Learning for Point Cloud SegmentationCode1
Cascaded Sparse Feature Propagation Network for Interactive SegmentationCode0
Cluttered Food Grasping with Adaptive Fingers and Synthetic-Data Trained Object Detection—0
Label-efficient Hybrid-supervised Learning for Medical Image Segmentation—0
On-the-Fly Test-time Adaptation for Medical Image SegmentationCode1
Semi-supervision semantic segmentation with uncertainty-guided self cross supervision—0
Temporal Context for Robust Maritime Obstacle DetectionCode1
Representation Compensation Networks for Continual Semantic SegmentationCode1
UNeXt: MLP-based Rapid Medical Image Segmentation NetworkCode2
NeRF-Pose: A First-Reconstruct-Then-Regress Approach for Weakly-supervised 6D Object Pose Estimation—0
PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image SegmentationCode1
All You Need is LUV: Unsupervised Collection of Labeled Images using Invisible UV Fluorescent Indicators—0
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with TransformersCode2
CEU-Net: Ensemble Semantic Segmentation of Hyperspectral Images Using Clustering—0
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object DetectionCode2
End-to-End Semi-Supervised Learning for Video Action DetectionCode1
Generating 3D Bio-Printable Patches Using Wound Segmentation and Reconstruction to Treat Diabetic Foot Ulcers—0
ParC-Net: Position Aware Circular Convolution with Merits from ConvNets and TransformerCode2
Show:102550
← PrevPage 159 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