SOTAVerified

Semantic Segmentation

Papers

Showing 1050110525 of 14763 papers

TitleStatusHype
Encoder-decoder semantic segmentation models for electroluminescence images of thin-film photovoltaic modules0
PP-LinkNet: Improving Semantic Segmentation of High Resolution Satellite Imagery with Multi-stage Training0
WeightAlign: Normalizing Activations by Weight Alignment0
Semantic Segmentation for Partially Occluded Apple Trees Based on Deep Learning0
Semantic Flow-guided Motion Removal Method for Robust Mapping0
COVID-CT-Mask-Net: Prediction of COVID-19 from CT Scans Using Regional FeaturesCode1
EPYNET: Efficient Pyramidal Network for Clothing Segmentation0
On Deep Learning Techniques to Boost Monocular Depth Estimation for Autonomous Navigation0
Bridging 2D and 3D Segmentation Networks for Computation Efficient Volumetric Medical Image Segmentation: An Empirical Study of 2.5D Solutions0
DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen DatasetsCode0
Automation of Hemocompatibility Analysis Using Image Segmentation and a Random Forest0
Land Cover Semantic Segmentation Using ResUNet0
Collaborative Video Object Segmentation by Multi-Scale Foreground-Background IntegrationCode1
Fully Automatic Wound Segmentation with Deep Convolutional Neural NetworksCode0
Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers0
H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement0
Generalized Few-shot Semantic SegmentationCode1
HCNet: Hierarchical Context Network for Semantic Segmentation0
Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence MatchingCode0
Contrastive Rendering for Ultrasound Image Segmentation0
Selective Information Passing for MR/CT Image SegmentationCode0
Refining Semantic Segmentation with Superpixel by Transparent Initialization and Sparse EncoderCode0
Deep Tiered Image Segmentation For Detecting Internal Ice Layers in Radar Imagery0
Learning the Pareto Front with HypernetworksCode1
Automatic Data Augmentation for 3D Medical Image SegmentationCode1
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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