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Semantic Segmentation

Papers

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Showing 3176–3200 of 14763 papers

TitleStatusHype
Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation ModelsCode1
PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution—0
LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image SegmentationCode2
SemGauss-SLAM: Dense Semantic Gaussian Splatting SLAMCode2
Open-World Semantic Segmentation Including Class SimilarityCode2
Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic SegmentationCode1
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised TransformersCode1
A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset—0
SeSame: Simple, Easy 3D Object Detection with Point-Wise SemanticsCode1
Shortcut Learning in Medical Image SegmentationCode0
Average Calibration Error: A Differentiable Loss for Improved Reliability in Image SegmentationCode0
Forest Inspection Dataset for Aerial Semantic Segmentation and Depth Estimation—0
3DRef: 3D Dataset and Benchmark for Reflection Detection in RGB and Lidar Data—0
Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic SegmentationCode1
Toward Robust Canine Cardiac Diagnosis: Deep Prototype Alignment Network-Based Few-Shot Segmentation in Veterinary Medicine—0
OMH: Structured Sparsity via Optimally Matched Hierarchy for Unsupervised Semantic Segmentation—0
Refining Segmentation On-the-Fly: An Interactive Framework for Point Cloud Semantic Segmentation—0
A Segmentation Foundation Model for Diverse-type Tumors—0
Point Mamba: A Novel Point Cloud Backbone Based on State Space Model with Octree-Based Ordering Strategy—0
What Matters When Repurposing Diffusion Models for General Dense Perception Tasks?Code3
Style Blind Domain Generalized Semantic Segmentation via Covariance Alignment and Semantic Consistence Contrastive LearningCode1
ClickVOS: Click Video Object SegmentationCode0
CausalCellSegmenter: Causal Inference inspired Diversified Aggregation Convolution for Pathology Image Segmentation—0
Unveiling Ancient Maya Settlements Using Aerial LiDAR Image Segmentation—0
Segmentation Guided Sparse Transformer for Under-Display Camera Image Restoration—0
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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