SOTAVerified

Semantic Segmentation

Papers

Showing 38013850 of 14763 papers

TitleStatusHype
DroTrack: High-speed Drone-based Object Tracking Under UncertaintyCode1
Masked Based Unsupervised Content TransferCode1
Computing the Testing Error without a Testing SetCode1
Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and BeyondCode1
Importance Driven Continual Learning for Segmentation Across DomainsCode1
Physarum Powered Differentiable Linear Programming Layers and ApplicationsCode1
Polygonal Building Segmentation by Frame Field LearningCode1
An Auto-Encoder Strategy for Adaptive Image SegmentationCode1
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-netCode1
DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image SegmentationCode1
Distance Guided Channel Weighting for Semantic SegmentationCode1
Towards Data-Efficient Learning: A Benchmark for COVID-19 CT Lung and Infection SegmentationCode1
Fashionpedia: Ontology, Segmentation, and an Attribute Localization DatasetCode1
Dynamic Scale Training for Object DetectionCode1
Multi-view Self-Constructing Graph Convolutional Networks with Adaptive Class Weighting Loss for Semantic SegmentationCode1
MiniSeg: An Extremely Minimum Network for Efficient COVID-19 SegmentationCode1
The 1st Agriculture-Vision Challenge: Methods and ResultsCode1
Instance Segmentation of Biomedical Images with an Object-aware Embedding Learned with Local ConstraintsCode1
TTNet: Real-time temporal and spatial video analysis of table tennisCode1
IPN Hand: A Video Dataset and Benchmark for Real-Time Continuous Hand Gesture RecognitionCode1
UNet 3+: A Full-Scale Connected UNet for Medical Image SegmentationCode1
DMT: Dynamic Mutual Training for Semi-Supervised LearningCode1
Fast Template Matching and Update for Video Object Tracking and SegmentationCode1
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-SupervisionCode1
Cityscapes-Panoptic-Parts and PASCAL-Panoptic-Parts datasets for Scene UnderstandingCode1
A Transductive Approach for Video Object SegmentationCode1
Footprints and Free Space from a Single Color ImageCode1
Verification of Deep Convolutional Neural Networks Using ImageStarsCode1
Inter-Region Affinity Distillation for Road Marking SegmentationCode1
Boosting Semantic Human Matting with Coarse AnnotationsCode1
Weakly supervised multiple instance learning histopathological tumor segmentationCode1
Phase Consistent Ecological Domain AdaptationCode1
Test-Time Adaptable Neural Networks for Robust Medical Image SegmentationCode1
Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic SegmentationCode1
FKAConv: Feature-Kernel Alignment for Point Cloud ConvolutionCode1
Spatial Information Guided Convolution for Real-Time RGBD Semantic SegmentationCode1
Evolving Normalization-Activation LayersCode1
Objectness-Aware Few-Shot Semantic SegmentationCode1
Scan-based Semantic Segmentation of LiDAR Point Clouds: An Experimental StudyCode1
EfficientPS: Efficient Panoptic SegmentationCode1
Temporally Distributed Networks for Fast Video Semantic SegmentationCode1
Context Prior for Scene SegmentationCode1
PointGroup: Dual-Set Point Grouping for 3D Instance SegmentationCode1
DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D MeshesCode1
Semantic Segmentation of Underwater Imagery: Dataset and BenchmarkCode1
The Edge of Depth: Explicit Constraints between Segmentation and DepthCode1
Segmenting Transparent Objects in the WildCode1
MUXConv: Information Multiplexing in Convolutional Neural NetworksCode1
Look-into-Object: Self-supervised Structure Modeling for Object RecognitionCode1
Probabilistic Pixel-Adaptive Refinement NetworksCode1
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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