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Semantic Segmentation

Papers

Showing 951975 of 14763 papers

TitleStatusHype
BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion ModelsCode1
An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image LevelCode1
All you need are a few pixels: semantic segmentation with PixelPickCode1
CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local RefinementCode1
Bootstraping Clustering of Gaussians for View-consistent 3D Scene UnderstandingCode1
Bootstrapped Masked Autoencoders for Vision BERT PretrainingCode1
Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual GroupingCode1
All in Tokens: Unifying Output Space of Visual Tasks via Soft TokenCode1
Decoupled Local Aggregation for Point Cloud LearningCode1
Causality-inspired Single-source Domain Generalization for Medical Image SegmentationCode1
1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation TrackCode1
An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation ProblemsCode1
Active Label Correction for Semantic Segmentation with Foundation ModelsCode1
CenterMask : Real-Time Anchor-Free Instance SegmentationCode1
Depth-aware Object Segmentation and Grasp Detection for Robotic Picking TasksCode1
Depth-aware Test-Time Training for Zero-shot Video Object SegmentationCode1
3D-UCaps: 3D Capsules Unet for Volumetric Image SegmentationCode1
CC-Net: Image Complexity Guided Network Compression for Biomedical Image SegmentationCode1
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path AggregationCode1
CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic SegmentationCode1
DeRIS: Decoupling Perception and Cognition for Enhanced Referring Image Segmentation through Loopback SynergyCode1
DermSynth3D: Synthesis of in-the-wild Annotated Dermatology ImagesCode1
Boosting Video Object Segmentation via Space-time Correspondence LearningCode1
Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and GrounderCode1
DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual TasksCode1
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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