SOTAVerified

Semantic Segmentation

Papers

Showing 76517675 of 14763 papers

TitleStatusHype
Joint ANN-SNN Co-training for Object Localization and Image Segmentation0
BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks0
Joint 3D Scene Reconstruction and Class Segmentation0
Joint 3D Point Cloud Segmentation using Real-Sim Loop: From Panels to Trees and Branches0
Joint 3D Instance Segmentation and Object Detection for Autonomous Driving0
Deep Learning based Segmentation of Fish in Noisy Forward Looking MBES Images0
LERENet: Eliminating Intra-class Differences for Metal Surface Defect Few-shot Semantic Segmentation0
BadDepth: Backdoor Attacks Against Monocular Depth Estimation in the Physical World0
A margin-based replacement for cross-entropy loss0
J-MOD^2: Joint Monocular Obstacle Detection and Depth Estimation0
J-CaPA : Joint Channel and Pyramid Attention Improves Medical Image Segmentation0
Deep Learning based Retinal OCT Segmentation0
Jansen-MIDAS: a multi-level photomicrograph segmentation software based on isotropic undecimated wavelets0
Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation0
Deep learning-based instance segmentation for the precise automated quantification of digital breast cancer immunohistochemistry images0
Less than Few: Self-Shot Video Instance Segmentation0
Bacterial foraging optimization based brain magnetic resonance image segmentation0
A Manifold Representation of the Key in Vision Transformers0
iVPT: Improving Task-relevant Information Sharing in Visual Prompt Tuning by Cross-layer Dynamic Connection0
Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches0
IVGF: The Fusion-Guided Infrared and Visible General Framework0
IvaNet: Learning to jointly detect and segment objets with the help of Local Top-Down Modules0
Let's Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling Detection in Autonomous Driving0
Deep learning based infrared small object segmentation: Challenges and future directions0
ItNet: iterative neural networks with small graphs for accurate, efficient and anytime semantic 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