SOTAVerified

Semantic Segmentation

Papers

Showing 26512700 of 14763 papers

TitleStatusHype
A Semantic Change Detection Network Based on Boundary Detection and Task Interaction for High-Resolution Remote Sensing ImagesCode1
Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation ModelsCode1
Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label FusionCode1
Indoor Panorama Planar 3D Reconstruction via Divide and ConquerCode1
Inherent Consistent Learning for Accurate Semi-supervised Medical Image SegmentationCode1
DS-TransUNet:Dual Swin Transformer U-Net for Medical Image SegmentationCode1
Dual-Attention GAN for Large-Pose Face FrontalizationCode1
DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D MeshesCode1
Cross-Layer Retrospective Retrieving via Layer AttentionCode1
Combining Visual and Textual Features for Semantic Segmentation of Historical NewspapersCode1
Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image SegmentationCode1
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image SegmentationCode1
A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite ImageryCode1
Dual-Domain Image Synthesis using Segmentation-Guided GANCode1
Manifold Alignment for Semantically Aligned Style TransferCode1
Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance SegmentationCode1
Common Limitations of Image Processing Metrics: A Picture StoryCode1
Adversarial Segmentation Loss for Sketch ColorizationCode1
Dual Graph Convolutional Network for Semantic SegmentationCode1
MARIDA: A benchmark for Marine Debris detection from Sentinel-2 remote sensing dataCode1
Incremental Few-Shot Instance SegmentationCode1
D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic SegmentationCode1
Dual Progressive Transformations for Weakly Supervised Semantic SegmentationCode1
DuAT: Dual-Aggregation Transformer Network for Medical Image SegmentationCode1
Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label PairsCode1
Dual Super-Resolution Learning for Semantic SegmentationCode1
Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image TranslationCode1
Incremental Learning in Semantic Segmentation from Image LabelsCode1
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image SegmentationCode1
DynaMask: Dynamic Mask Selection for Instance SegmentationCode1
Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image SegmentationCode1
Inception Convolution with Efficient Dilation SearchCode1
ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance SegmentationCode1
DVIS: Decoupled Video Instance Segmentation FrameworkCode1
A Shared Representation for Photorealistic Driving SimulatorsCode1
DVIS++: Improved Decoupled Framework for Universal Video SegmentationCode1
Cross-head mutual Mean-Teaching for semi-supervised medical image segmentationCode1
A Sim2Real Deep Learning Approach for the Transformation of Images from Multiple Vehicle-Mounted Cameras to a Semantically Segmented Image in Bird's Eye ViewCode1
Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised SegmentationCode1
Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic SegmentationCode1
Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image SegmentationCode1
Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image SegmentationCode1
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object DetectionCode1
ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic SegmentationCode1
A Simple and Powerful Global Optimization for Unsupervised Video Object SegmentationCode1
Dynamic Graph CNN for Learning on Point CloudsCode1
Incremental Learning Techniques for Semantic SegmentationCode1
Dynamic Graph Message Passing Networks for Visual RecognitionCode1
CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale AttentionCode1
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language ModelCode1
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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