SOTAVerified

Semantic Segmentation

Papers

Showing 43014325 of 14763 papers

TitleStatusHype
Point Cloud Semantic Segmentation with Sparse and Inhomogeneous AnnotationsCode0
ConStyX: Content Style Augmentation for Generalizable Medical Image SegmentationCode0
ODFNet: Using orientation distribution functions to characterize 3D point cloudsCode0
Analysis of the performance of U-Net neural networks for the segmentation of living cellsCode0
Bimodal SegNet: Instance Segmentation Fusing Events and RGB Frames for Robotic GraspingCode0
Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuliCode0
BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene SegmentationCode0
Modulating Bottom-Up and Top-Down Visual Processing via Language-Conditional FiltersCode0
Adaptive Affinity Fields for Semantic SegmentationCode0
Object-Oriented Material Classification and 3D Clustering for Improved Semantic Perception and Mapping in Mobile RobotsCode0
Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance SegmentationCode0
DFEN: Dual Feature Equalization Network for Medical Image SegmentationCode0
DFANet: Deep Feature Aggregation for Real-Time Semantic SegmentationCode0
Object Instance Annotation With Deep Extreme Level Set EvolutionCode0
Object Detection from Video Tubelets with Convolutional Neural NetworksCode0
Analysis of Information Flow Through U-NetsCode0
Object Detection via a Multi-Region and Semantic Segmentation-Aware CNN ModelCode0
Devil in the Details: Towards Accurate Single and Multiple Human ParsingCode0
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A SurveyCode0
Analysis of Hand Segmentation in the WildCode0
AdaptIS: Adaptive Instance Selection NetworkCode0
Object Counting and Instance Segmentation with Image-level SupervisionCode0
Object detection via a multi-region & semantic segmentation-aware CNN modelCode0
Det-SLAM: A semantic visual SLAM for highly dynamic scenes using Detectron2Code0
DetNet: A Backbone network for Object DetectionCode0
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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