SOTAVerified

Semantic Segmentation

Papers

Showing 56265650 of 14763 papers

TitleStatusHype
Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive SegmentationCode0
AquaSAM: Underwater Image Foreground SegmentationCode0
Exploiting Depth Information for Wildlife MonitoringCode0
ClassWise-CRF: Category-Specific Fusion for Enhanced Semantic Segmentation of Remote Sensing ImageryCode0
LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel SegmentationCode0
Local Context Normalization: Revisiting Local NormalizationCode0
Local-to-Global Self-Attention in Vision TransformersCode0
LiteSeg: A Novel Lightweight ConvNet for Semantic SegmentationCode0
Explicit Shape Encoding for Real-Time Instance SegmentationCode0
Line Graphics Digitization: A Step Towards Full AutomationCode0
ConSept: Continual Semantic Segmentation via Adapter-based Vision TransformerCode0
Class-independent sequential full image segmentation, using a convolutional net that finds a segment within an attention region, given a pointer pixel within this segmentCode0
LiOn-XA: Unsupervised Domain Adaptation via LiDAR-Only Cross-Modal Adversarial TrainingCode0
Line Detection and Segmentation of Annual Crops Using Hybrid MethodCode0
A Fast Semidefinite Approach to Solving Binary Quadratic ProblemsCode0
Explainable Medical Image Segmentation via Generative Adversarial Networks and Layer-wise Relevance PropagationCode0
LIRA: Inferring Segmentation in Large Multi-modal Models with Local Interleaved Region AssistanceCode0
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-trainingCode0
Lucid Data Dreaming for Video Object SegmentationCode0
Lightweight integration of 3D features to improve 2D image segmentationCode0
Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result FusionCode0
Light-Weight RefineNet for Real-Time Semantic SegmentationCode0
Lightweight Alpha Matting Network Using Distillation-Based Channel PruningCode0
Classifying point clouds at the facade-level using geometric features and deep learning networksCode0
Light-weight Calibrator: a Separable Component for Unsupervised Domain AdaptationCode0
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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