SOTAVerified

Semantic Segmentation

Papers

Showing 35263550 of 14763 papers

TitleStatusHype
Compositional Oil Spill Detection Based on Object Detector and Adapted Segment Anything Model from SAR Images0
MaskClustering: View Consensus based Mask Graph Clustering for Open-Vocabulary 3D Instance Segmentation0
Semi-Supervised Semantic Segmentation using Redesigned Self-Training for White Blood Cells0
Weak Labeling for Cropland Mapping in Africa0
Class-Imbalanced Semi-Supervised Learning for Large-Scale Point Cloud Semantic Segmentation via Decoupling Optimization0
Seg-metrics: a Python package to compute segmentation metricsCode2
Scalable 3D Panoptic Segmentation As Superpoint Graph ClusteringCode4
Graph Relation Distillation for Efficient Biomedical Instance SegmentationCode1
Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imageryCode2
Self-supervised Learning of Dense Hierarchical Representations for Medical Image SegmentationCode0
Improving the Detection of Small Oriented Objects in Aerial ImagesCode1
UMG-CLIP: A Unified Multi-Granularity Vision Generalist for Open-World UnderstandingCode1
Multimodal Urban Areas of Interest Generation via Remote Sensing Imagery and Geographical Prior0
MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large ModelCode1
Object-Centric Diffusion for Efficient Video Editing0
Learning Segmented 3D Gaussians via Efficient Feature Unprojection for Zero-shot Neural Scene Segmentation0
PartSTAD: 2D-to-3D Part Segmentation Task AdaptationCode2
Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision ApplicationsCode4
Sea ice detection using concurrent multispectral and synthetic aperture radar imagery0
A locally statistical active contour model for SAR image segmentation can be solved by denoising algorithms0
Transformer-CNN Fused Architecture for Enhanced Skin Lesion Segmentation0
Deep Covariance Alignment for Domain Adaptive Remote Sensing Image SegmentationCode2
Generic Knowledge Boosted Pre-training For Remote Sensing ImagesCode1
Learning to Prompt Segment Anything Models0
U-Mamba: Enhancing Long-range Dependency for Biomedical Image SegmentationCode2
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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