SOTAVerified

Semantic Segmentation

Papers

Showing 55515575 of 14763 papers

TitleStatusHype
Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation ModelsCode0
LoopDA: Constructing Self-loops to Adapt Nighttime Semantic SegmentationCode0
Exploring Feature Representation Learning for Semi-supervised Medical Image SegmentationCode0
Look into Person: Joint Body Parsing & Pose Estimation Network and A New BenchmarkCode0
Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human ParsingCode0
Lung segmentation with NASNet-Large-Decoder NetCode0
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary ShapesCode0
FSSUWNet: Mitigating the Fragility of Pre-trained Models with Feature Enhancement for Few-Shot Semantic Segmentation in Underwater ImagesCode0
CLIMB-3D: Continual Learning for Imbalanced 3D Instance SegmentationCode0
Log-DenseNet: How to Sparsify a DenseNetCode0
Uncertainty Estimation for 3D Dense Prediction via Cross-Point EmbeddingsCode0
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image SegmentationCode0
ClickVOS: Click Video Object SegmentationCode0
LOD1 3D City Model from LiDAR: The Impact of Segmentation Accuracy on Quality of Urban 3D Modeling and Morphology ExtractionCode0
Constrained Deep Networks: Lagrangian Optimization via Log-Barrier ExtensionsCode0
Local-to-Global Self-Attention in Vision TransformersCode0
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-trainingCode0
Local Memory Attention for Fast Video Semantic SegmentationCode0
Location-aware Upsampling for Semantic SegmentationCode0
Localized Super Resolution for Foreground Images using U-Net and MR-CNNCode0
Localized Adaptive Risk ControlCode0
Localizing Infinity-shaped fishes: Sketch-guided object localization in the wildCode0
LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel SegmentationCode0
Exploiting Temporality for Semi-Supervised Video SegmentationCode0
Local Context Normalization: Revisiting Local NormalizationCode0
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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