SOTAVerified

Semantic Segmentation

Papers

Showing 1117611200 of 14763 papers

TitleStatusHype
Super-Resolution Domain Adaptation Networks for Semantic Segmentation via Pixel and Output Level AligningCode1
Stillleben: Realistic Scene Synthesis for Deep Learning in RoboticsCode1
Probabilistic Semantic Segmentation Refinement by Monte Carlo Region Growing0
Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old LabelsCode1
ECG-DelNet: Delineation of Ambulatory Electrocardiograms with Mixed Quality Labeling Using Neural NetworksCode1
Medical Image Segmentation Using a U-Net type of Architecture0
RUHSNet: 3D Object Detection Using Lidar Data in Real TimeCode0
Multi-Task Learning in Histo-pathology for Widely Generalizable Model0
Understanding Dynamic Scenes using Graph Convolution NetworksCode1
A Weighted Difference of Anisotropic and Isotropic Total Variation for Relaxed Mumford-Shah Color and Multiphase Image SegmentationCode0
A Sim2Real Deep Learning Approach for the Transformation of Images from Multiple Vehicle-Mounted Cameras to a Semantically Segmented Image in Bird's Eye ViewCode1
Progressive Adversarial Semantic Segmentation0
OpenEDS2020: Open Eyes Dataset0
Source-Relaxed Domain Adaptation for Image SegmentationCode1
Scoring Root Necrosis in Cassava Using Semantic Segmentation0
Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance SegmentationCode1
How Can CNNs Use Image Position for Segmentation?0
CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local RefinementCode1
Attentive Semantic Exploring for Manipulated Face Detection0
A Model for Image Segmentation in Retina0
LandCover.ai: Dataset for Automatic Mapping of Buildings, Woodlands, Water and Roads from Aerial ImageryCode1
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weightingCode1
Illumination-Invariant Image from 4-Channel Images: The Effect of Near-Infrared Data in Shadow Removal0
Tamed Warping Network for High-Resolution Semantic Video Segmentation0
CARRADA Dataset: Camera and Automotive Radar with Range-Angle-Doppler AnnotationsCode1
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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