SOTAVerified

Semantic Segmentation

Papers

Showing 70767100 of 14763 papers

TitleStatusHype
SLiDE: Self-supervised LiDAR De-snowing through Reconstruction Difficulty0
A neuromorphic approach to image processing and machine vision0
Global Hierarchical Attention for 3D Point Cloud Analysis0
Distributed Contrastive Learning for Medical Image Segmentation0
Fine-Grained Egocentric Hand-Object Segmentation: Dataset, Model, and ApplicationsCode1
Exploring the Effects of Data Augmentation for Drivable Area Segmentation0
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principleCode0
Instance As Identity: A Generic Online Paradigm for Video Instance SegmentationCode1
Discover the Mysteries of the Maya: Selected Contributions from the Machine Learning Challenge & The Discovery Challenge Workshop at ECML PKDD 20210
Seamless Iterative Semi-Supervised Correction of Imperfect Labels in Microscopy ImagesCode0
SA-NET.v2: Real-time vehicle detection from oblique UAV images with use of uncertainty estimation in deep meta-learning0
Semantic Segmentation of Fruits on Multi-sensor Fused Data in Natural Orchards0
PointConvFormer: Revenge of the Point-based Convolution0
Relict landslide detection using Deep-Learning architectures for image segmentation in rainforest areas: A new frameworkCode1
Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels0
Improved post-hoc probability calibration for out-of-domain MRI segmentationCode0
A Novel Automated Classification and Segmentation for COVID-19 using 3D CT Scans0
Estimating Visual Information From Audio Through Manifold LearningCode0
Image-based Detection of Surface Defects in Concrete during ConstructionCode0
SSformer: A Lightweight Transformer for Semantic SegmentationCode1
Per-Clip Video Object SegmentationCode1
Multiclass ASMA vs Targeted PGD Attack in Image Segmentation0
MinVIS: A Minimal Video Instance Segmentation Framework without Video-based TrainingCode2
Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain ImagesCode0
Learning Pseudo Labels for Semi-and-Weakly Supervised Semantic SegmentationCode0
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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