SOTAVerified

Semantic Segmentation

Papers

Showing 59515975 of 14763 papers

TitleStatusHype
Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance SegmentationCode0
Enhancing crop segmentation in satellite image time-series with transformer networksCode0
Learning Rich Features from RGB-D Images for Object Detection and SegmentationCode0
Enhancing Brain Tumor Segmentation Using Channel Attention and Transfer learningCode0
Learning Self-Regularized Adversarial Views for Self-Supervised Vision TransformersCode0
RedNet: Residual Encoder-Decoder Network for indoor RGB-D Semantic SegmentationCode0
Enhancing Bloodstain Analysis Through AI-Based Segmentation: Leveraging Segment Anything Model for Crime Scene InvestigationCode0
Grounded Human-Object Interaction Hotspots from VideoCode0
Enhancing Autonomous Vehicle Perception in Adverse Weather through Image Augmentation during Semantic Segmentation TrainingCode0
Knowledge-Guided Prompt Learning for Lifespan Brain MR Image SegmentationCode0
Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation LearningCode0
Reducing Texture Bias of Deep Neural Networks via Edge Enhancing DiffusionCode0
CenterDisks: Real-time instance segmentation with disk coveringCode0
Learning of Image Dehazing Models for Segmentation TasksCode0
Enhanced Semantic Segmentation Pipeline for WeatherProof Dataset ChallengeCode0
Learning Panoptic Segmentation from Instance ContoursCode0
Learning Pseudo Labels for Semi-and-Weakly Supervised Semantic SegmentationCode0
CE-Net: Context Encoder Network for 2D Medical Image SegmentationCode0
Learning Non-Unique Segmentation with Reward-Penalty Dice LossCode0
Enhanced Masked Image Modeling for Analysis of Dental Panoramic RadiographsCode0
An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation DatasetCode0
Enhanced Generative Data Augmentation for Semantic Segmentation via Stronger GuidanceCode0
Enforcing temporal consistency in Deep Learning segmentation of brain MR imagesCode0
Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy ImagesCode0
CellTrack R-CNN: A Novel End-To-End Deep Neural Network for Cell Segmentation and Tracking in Microscopy ImagesCode0
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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
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation 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