SOTAVerified

Semantic Segmentation

Papers

Showing 65766600 of 14763 papers

TitleStatusHype
Doubly Contrastive End-to-End Semantic Segmentation for Autonomous Driving under Adverse WeatherCode0
Double-well Net for Image SegmentationCode0
InstructSeq: Unifying Vision Tasks with Instruction-conditioned Multi-modal Sequence GenerationCode0
Integrating Deep Metric Learning with Coreset for Active Learning in 3D SegmentationCode0
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-PriorsCode0
Instance Segmentation of Biological Images Using Harmonic EmbeddingsCode0
Improved post-hoc probability calibration for out-of-domain MRI segmentationCode0
Instance Segmentation of Microscopic ForaminiferaCode0
Instance Segmentation for Whole Slide Imaging: End-to-End or Detect-Then-SegmentCode0
DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical ImagesCode0
Stacked U-Nets: A No-Frills Approach to Natural Image SegmentationCode0
DopUS-Net: Quality-Aware Robotic Ultrasound Imaging based on Doppler SignalCode0
Instance Segmentation as Image Segmentation AnnotationCode0
Instance Segmentation by Deep ColoringCode0
Do Neural Networks for Segmentation Understand Insideness?Code0
Box Supervised Video Segmentation Proposal NetworkCode0
Adaptive ROI Generation for Video Object Segmentation Using Reinforcement LearningCode0
BoxSeg: Quality-Aware and Peer-Assisted Learning for Box-supervised Instance SegmentationCode0
Instance-aware Image-to-Image TranslationCode0
Adaptive Region Selection for Active Learning in Whole Slide Image Semantic SegmentationCode0
Instance-aware Semantic Segmentation via Multi-task Network CascadesCode0
Domain Influence in MRI Medical Image Segmentation: spatial versus k-space inputsCode0
Instance-level Few-shot Learning with Class Hierarchy MiningCode0
Box for Mask and Mask for Box: weak losses for multi-task partially supervised learningCode0
Domain Generalization with Fourier Transform and Soft ThresholdingCode0
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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