SOTAVerified

Semantic Segmentation

Papers

Showing 19011950 of 14763 papers

TitleStatusHype
CompFeat: Comprehensive Feature Aggregation for Video Instance SegmentationCode1
Anabranch Network for Camouflaged Object SegmentationCode1
Complementary consistency semi-supervised learning for 3D left atrial image segmentationCode1
3D-to-2D Distillation for Indoor Scene ParsingCode1
An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image LevelCode1
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot SegmentationCode1
DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D MeshesCode1
DualConv: Dual Convolutional Kernels for Lightweight Deep Neural NetworksCode1
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature AnalysisCode1
Dual-Domain Image Synthesis using Segmentation-Guided GANCode1
Complementing Onboard Sensors with Satellite Map: A New Perspective for HD Map ConstructionCode1
Duality Diagram Similarity: a generic framework for initialization selection in task transfer learningCode1
Dual-level Interaction for Domain Adaptive Semantic SegmentationCode1
Bi-Classifier Determinacy Maximization for Unsupervised Domain AdaptationCode1
Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point CloudsCode1
Dual Path Learning for Domain Adaptation of Semantic SegmentationCode1
Context-Aware Mixup for Domain Adaptive Semantic SegmentationCode1
FLAIR #1: semantic segmentation and domain adaptation datasetCode1
FLOSS: Free Lunch in Open-vocabulary Semantic SegmentationCode1
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic SegmentationCode1
DuAT: Dual-Aggregation Transformer Network for Medical Image SegmentationCode1
Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image SegmentationCode1
FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object SegmentationCode1
Bidirectional Learning for Domain Adaptation of Semantic SegmentationCode1
An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation ProblemsCode1
Bidirectional Projection Network for Cross Dimension Scene UnderstandingCode1
3D U^2-Net: A 3D Universal U-Net for Multi-Domain Medical Image SegmentationCode1
DVIS: Decoupled Video Instance Segmentation FrameworkCode1
Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic SegmentationCode1
DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic ConvolutionCode1
Real-time Semantic Segmentation via Spatial-detail Guided Context PropagationCode1
FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular CamerasCode1
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image SegmentationCode1
Object Segmentation Without Labels with Large-Scale Generative ModelsCode1
Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance SegmentationCode1
Bilateral Network with Residual U-blocks and Dual-Guided Attention for Real-time Semantic SegmentationCode1
Accelerating Volumetric Medical Image Annotation via Short-Long Memory SAM 2Code1
Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image SegmentationCode1
Dynamic Focus-aware Positional Queries for Semantic SegmentationCode1
Large-scale 6D Object Pose Estimation Dataset for Industrial Bin-PickingCode1
FIDNet: LiDAR Point Cloud Semantic Segmentation with Fully Interpolation DecodingCode1
BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patientsCode1
FIFO: Learning Fog-invariant Features for Foggy Scene SegmentationCode1
Dynamic Graph CNN for Learning on Point CloudsCode1
FFT-based Dynamic Token Mixer for VisionCode1
Common Limitations of Image Processing Metrics: A Picture StoryCode1
FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic SegmentationCode1
A Review of Panoptic Segmentation for Mobile Mapping Point CloudsCode1
Dynamic Graph Message Passing Networks for Visual RecognitionCode1
ComBiNet: Compact Convolutional Bayesian Neural Network for Image 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
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