SOTAVerified

Semantic Segmentation

Papers

Showing 32013250 of 14763 papers

TitleStatusHype
Building Extraction from Remote Sensing Images via an Uncertainty-Aware NetworkCode1
CTNet: Context-based Tandem Network for Semantic SegmentationCode1
Interactive 3D Medical Image Segmentation with SAM 2Code1
DenseHybrid: Hybrid Anomaly Detection for Dense Open-set RecognitionCode1
PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image SegmentationCode1
CTVIS: Consistent Training for Online Video Instance SegmentationCode1
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image SegmentationCode1
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image SegmentationCode1
Data Augmentation-free Unsupervised Learning for 3D Point Cloud UnderstandingCode1
PatchPerPix for Instance SegmentationCode1
Zero-Shot Semantic SegmentationCode1
ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic SegmentationCode1
PC-BEV: An Efficient Polar-Cartesian BEV Fusion Framework for LiDAR Semantic SegmentationCode1
PCB-RandNet: Rethinking Random Sampling for LIDAR Semantic Segmentation in Autonomous Driving SceneCode1
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene UnderstandingCode1
AIO-P: Expanding Neural Performance Predictors Beyond Image ClassificationCode1
Efficient Urban-scale Point Clouds Segmentation with BEV ProjectionCode1
Dynamic Semantic Occupancy Mapping using 3D Scene Flow and Closed-Form Bayesian InferenceCode1
Building a Strong Pre-Training Baseline for Universal 3D Large-Scale PerceptionCode1
AI Playground: Unreal Engine-based Data Ablation Tool for Deep LearningCode1
Perception for Autonomous Systems (PAZ)Code1
Per-Clip Video Object SegmentationCode1
Personalized Image Semantic SegmentationCode1
Dynamic Token Pruning in Plain Vision Transformers for Semantic SegmentationCode1
Dynamic Neural Representational Decoders for High-Resolution Semantic SegmentationCode1
Perspective+ Unet: Enhancing Segmentation with Bi-Path Fusion and Efficient Non-Local Attention for Superior Receptive FieldsCode1
PeR-ViS: Person Retrieval in Video Surveillance using Semantic DescriptionCode1
PFENet++: Boosting Few-shot Semantic Segmentation with the Noise-filtered Context-aware Prior MaskCode1
Dynamic Multimodal FusionCode1
PharmacoNet: Accelerating Large-Scale Virtual Screening by Deep Pharmacophore ModelingCode1
3D Part Guided Image Editing for Fine-Grained Object UnderstandingCode1
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable FeaturesCode1
Physarum Powered Differentiable Linear Programming Layers and ApplicationsCode1
Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT ImagesCode1
CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image SegmentationCode1
Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?Code1
Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image SegmentationCode1
Dynamic Object Removal and Spatio-Temporal RGB-D Inpainting via Geometry-Aware Adversarial LearningCode1
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised TransformersCode1
CV 3315 Is All You Need : Semantic Segmentation CompetitionCode1
Dense Unsupervised Learning for Video SegmentationCode1
Pit30M: A Benchmark for Global Localization in the Age of Self-Driving CarsCode1
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic SegmentationCode1
Pixel-Level Bijective Matching for Video Object SegmentationCode1
Automated Olfactory Bulb Segmentation on High Resolutional T2-Weighted MRICode1
Dense Siamese Network for Dense Unsupervised LearningCode1
CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble SupervisionCode1
CycleMLP: A MLP-like Architecture for Dense PredictionCode1
1st Place Solution for 5th LSVOS Challenge: Referring Video Object SegmentationCode1
Dynamic Graph Message Passing Networks for Visual RecognitionCode1
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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