SOTAVerified

Semantic Segmentation

Papers

Showing 45264550 of 14763 papers

TitleStatusHype
CongNaMul: A Dataset for Advanced Image Processing of Soybean Sprouts0
Deep Video Codec Control for Vision Models0
Shatter and Gather: Learning Referring Image Segmentation with Text SupervisionCode1
CamoFA: A Learnable Fourier-based Augmentation for Camouflage Segmentation0
Pseudo-Boolean Polynomials Approach To Edge Detection And Image Segmentation0
NOVIS: A Case for End-to-End Near-Online Video Instance Segmentation0
Learning to Upsample by Learning to SampleCode1
Complementing Onboard Sensors with Satellite Map: A New Perspective for HD Map ConstructionCode1
Abdominal Multi-Organ Segmentation Based on Feature Pyramid Network and Spatial Recurrent Neural Network0
3D Adversarial Augmentations for Robust Out-of-Domain Predictions0
Copy-Paste Image Augmentation with Poisson Image Editing for Ultrasound Instance Segmentation Learning0
AutoProSAM: Automated Prompting SAM for 3D Multi-Organ SegmentationCode0
Entropy-based Guidance of Deep Neural Networks for Accelerated Convergence and Improved Performance0
Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample AssessmentCode0
Multilayer Multiset Neuronal Networks -- MMNNs0
SAM-PARSER: Fine-tuning SAM Efficiently by Parameter Space Reconstruction0
Referring Image Segmentation Using Text SupervisionCode1
VideoCutLER: Surprisingly Simple Unsupervised Video Instance SegmentationCode3
Semi-Supervised Learning for Visual Bird's Eye View Semantic SegmentationCode1
Semi-Supervised Semantic Depth Estimation using Symbiotic Transformer and NearFarMix Augmentation0
Compositional Semantic Mix for Domain Adaptation in Point Cloud SegmentationCode1
Attention-Guided Lidar Segmentation and Odometry Using Image-to-Point Cloud Saliency TransferCode0
Local-Global Pseudo-label Correction for Source-free Domain Adaptive Medical Image Segmentation0
1st Place Solution for the 5th LSVOS Challenge: Video Instance SegmentationCode1
Superpixels algorithms through network community 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