SOTAVerified

Semantic Segmentation

Papers

Showing 15011550 of 14763 papers

TitleStatusHype
Context-self contrastive pretraining for crop type semantic segmentationCode1
Contextual Attention Network: Transformer Meets U-NetCode1
Attention-guided Chained Context Aggregation for Semantic SegmentationCode1
Attention-guided Context Feature Pyramid Network for Object DetectionCode1
Continual atlas-based segmentation of prostate MRICode1
Attention guided global enhancement and local refinement network for semantic segmentationCode1
Continual Attentive Fusion for Incremental Learning in Semantic SegmentationCode1
Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic SegmentationCode1
AggMask: Exploring locally aggregated learning of mask representations for instance segmentationCode1
FANet: Feature Amplification Network for Semantic Segmentation in Cluttered BackgroundCode1
3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D NetworksCode1
Attention-guided Temporally Coherent Video Object MattingCode1
Efficient Mask Correction for Click-Based Interactive Image SegmentationCode1
Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse DataCode1
Efficient Inference in Fully Connected CRFs with Gaussian Edge PotentialsCode1
Continuous Conditional Random Field Convolution for Point Cloud SegmentationCode1
Fashionpedia: Ontology, Segmentation, and an Attribute Localization DatasetCode1
Continuous Copy-Paste for One-Stage Multi-Object Tracking and SegmentationCode1
Efficient Medical Image Segmentation Based on Knowledge DistillationCode1
CholecInstanceSeg: A Tool Instance Segmentation Dataset for Laparoscopic SurgeryCode1
A Good Foundation is Worth Many Labels: Label-Efficient Panoptic SegmentationCode1
Contrastive Boundary Learning for Point Cloud SegmentationCode1
A self-supervised learning strategy for postoperative brain cavity segmentation simulating resectionsCode1
Efficient Multi-Task Scene Analysis with RGB-D TransformersCode1
Attentive Symmetric Autoencoder for Brain MRI SegmentationCode1
Contrastive learning of global and local features for medical image segmentation with limited annotationsCode1
3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic SegmentationCode1
Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive FusionCode1
Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern AnalysisCode1
Attribute-guided image generation from layoutCode1
Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic SegmentationCode1
Contrastive Multimodal Fusion with TupleInfoNCECode1
Agronav: Autonomous Navigation Framework for Agricultural Robots and Vehicles using Semantic Segmentation and Semantic Line DetectionCode1
Contrastive Registration for Unsupervised Medical Image SegmentationCode1
AUCSeg: AUC-oriented Pixel-level Long-tail Semantic SegmentationCode1
Audio-Visual Instance SegmentationCode1
CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac AnatomyCode1
A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot SegmentationCode1
A hierarchical semantic segmentation framework for computer vision-based bridge damage detectionCode1
Augmentation for small object detectionCode1
Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic SegmentationCode1
Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial ImagesCode1
CHEX: CHannel EXploration for CNN Model CompressionCode1
Effect of Prior-based Losses on Segmentation Performance: A BenchmarkCode1
FCCDN: Feature Constraint Network for VHR Image Change DetectionCode1
FCN-Transformer Feature Fusion for Polyp SegmentationCode1
Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss FunctionCode1
CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray SegmentationCode1
Channel-wise Knowledge Distillation for Dense PredictionCode1
Cityscapes-Panoptic-Parts and PASCAL-Panoptic-Parts datasets for Scene UnderstandingCode1
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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