SOTAVerified

Semantic Segmentation

Papers

Showing 60766100 of 14763 papers

TitleStatusHype
Learning Correspondence from the Cycle-Consistency of TimeCode0
Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited SamplesCode0
EmbedMask: Embedding Coupling for One-stage Instance SegmentationCode0
CATS v2: Hybrid encoders for robust medical segmentationCode0
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene SegmentationCode0
Learning Deconvolution Network for Semantic SegmentationCode0
Learning a Spatio-Temporal Embedding for Video Instance SegmentationCode0
Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing ImageryCode0
Heuristic Dropout: An Efficient Regularization Method for Medical Image Segmentation ModelsCode0
Learning Attraction Field Representation for Robust Line Segment DetectionCode0
Learning Across Tasks and DomainsCode0
Elucidating Meta-Structures of Noisy Labels in Semantic Segmentation by Deep Neural NetworksCode0
Learning a Discriminative Feature Network for Semantic SegmentationCode0
Elliptical AttentionCode0
A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentationCode0
Learning Aerial Image Segmentation from Online MapsCode0
Category Feature Transformer for Semantic SegmentationCode0
HICH Image/Text (HICH-IT): Comprehensive Text and Image Datasets for Hypertensive Intracerebral Hemorrhage ResearchCode0
Co-SemDepth: Fast Joint Semantic Segmentation and Depth Estimation on Aerial ImagesCode0
Category Anchor-Guided Unsupervised Domain Adaptation for Semantic SegmentationCode0
Learnable Tree Filter for Structure-preserving Feature TransformCode0
LDA-AQU: Adaptive Query-guided Upsampling via Local Deformable AttentionCode0
ELDA: Using Edges to Have an Edge on Semantic Segmentation Based UDACode0
LDLS: 3-D Object Segmentation Through Label Diffusion From 2-D ImagesCode0
Learning 3D Semantics from Pose-Noisy 2D Images with Hierarchical Full Attention NetworkCode0
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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