SOTAVerified

Semantic Segmentation

Papers

Showing 27012750 of 14763 papers

TitleStatusHype
Complementary consistency semi-supervised learning for 3D left atrial image segmentationCode1
Instance Neural Radiance FieldCode1
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image SegmentationCode1
Complementary Random Masking for RGB-Thermal Semantic SegmentationCode1
Complementing Onboard Sensors with Satellite Map: A New Perspective for HD Map ConstructionCode1
Complete Instances Mining for Weakly Supervised Instance SegmentationCode1
Event-Free Moving Object Segmentation from Moving Ego VehicleCode1
Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation ModelsCode1
A Simple Framework for Text-Supervised Semantic SegmentationCode1
Instance Segmentation in the DarkCode1
DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image SegmentationCode1
DroTrack: High-speed Drone-based Object Tracking Under UncertaintyCode1
DSAT-Net: Dual Spatial Attention Transformer for Building Extraction from Aerial ImagesCode1
CompNet: Complementary Segmentation Network for Brain MRI ExtractionCode1
Component-aware anomaly detection framework for adjustable and logical industrial visual inspectionCode1
A Simple Recipe for Language-guided Domain Generalized SegmentationCode1
Instructive Feature Enhancement for Dichotomous Medical Image SegmentationCode1
Dual Attention U-Net with Feature Infusion: Pushing the Boundaries of Multiclass Defect SegmentationCode1
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal DistillationCode1
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language ModelCode1
Interactive Object Segmentation in 3D Point CloudsCode1
Interactive Object Segmentation With Inside-Outside GuidanceCode1
Interactive Segmentation As Gaussion Process ClassificationCode1
Interactive Video Object Segmentation Using Global and Local Transfer ModulesCode1
Compositional Semantic Mix for Domain Adaptation in Point Cloud SegmentationCode1
Compositor: Bottom-up Clustering and Compositing for Robust Part and Object SegmentationCode1
DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN TrainingCode1
Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scansCode1
Intermediate Prototype Mining Transformer for Few-Shot Semantic SegmentationCode1
CamSAM2: Segment Anything Accurately in Camouflaged VideosCode1
AS-MLP: An Axial Shifted MLP Architecture for VisionCode1
Inter-slice Context Residual Learning for 3D Medical Image SegmentationCode1
Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain GeneralizationCode1
Intra-Source Style Augmentation for Improved Domain GeneralizationCode1
Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor SceneCode1
Investigate Indistinguishable Points in Semantic Segmentation of 3D Point CloudCode1
ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary TransformerCode1
IPN Hand: A Video Dataset and Benchmark for Real-Time Continuous Hand Gesture RecognitionCode1
AerialFormer: Multi-resolution Transformer for Aerial Image SegmentationCode1
iSAID: A Large-scale Dataset for Instance Segmentation in Aerial ImagesCode1
A Spatial Guided Self-supervised Clustering Network for Medical Image SegmentationCode1
ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic ConvolutionCode1
Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous ModalitiesCode1
iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR ImagesCode1
ISIM: Iterative Self-Improved Model for Weakly Supervised SegmentationCode1
An MRF-UNet Product of Experts for Image SegmentationCode1
Aerial Imagery Pixel-level SegmentationCode1
ISNet: Integrate Image-Level and Semantic-Level Context for Semantic SegmentationCode1
Computing the Testing Error without a Testing SetCode1
DropLoss for Long-Tail Instance SegmentationCode1
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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