SOTAVerified

Semantic Segmentation

Papers

Showing 1002610050 of 14763 papers

TitleStatusHype
Puzzle-CAM: Improved localization via matching partial and full featuresCode1
Nondiscriminatory Treatment: a straightforward framework for multi-human parsing0
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic SegmentationCode1
Global-Local Propagation Network for RGB-D Semantic Segmentation0
Dense Semantic Forecasting in Video by Joint Regression of Features and Feature Motion0
ISP Distillation0
Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative StudyCode0
Anchor Distance for 3D Multi-Object Distance Estimation from 2D Single Shot0
Embedding-based Instance Segmentation in MicroscopyCode1
Mask-based Data Augmentation for Semi-supervised Semantic Segmentation0
OpenGF: An Ultra-Large-Scale Ground Filtering Dataset Built Upon Open ALS Point Clouds Around the WorldCode1
Image Compression with Encoder-Decoder Matched Semantic SegmentationCode0
Network-Agnostic Knowledge Transfer for Medical Image Segmentation0
Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentationCode1
Personal Fixations-Based Object Segmentation with Object Localization and Boundary PreservationCode0
DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image SegmentationCode0
The Ikshana Hypothesis of Human Scene UnderstandingCode0
ItNet: iterative neural networks with small graphs for accurate, efficient and anytime semantic segmentation0
Analysis of Information Flow Through U-NetsCode0
Finger Vein Recognition by Generating Code0
SSTVOS: Sparse Spatiotemporal Transformers for Video Object SegmentationCode1
Segmenting Transparent Object in the Wild with TransformerCode1
MPASNET: Motion Prior-Aware Siamese Network for Unsupervised Deep Crowd Segmentation in Video Scenes0
Rethinking Semantic Segmentation Evaluation for Explainability and Model Selection0
Nonparametric clustering for image segmentation0
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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