SOTAVerified

Semantic Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4551–4575 of 14763 papers

TitleStatusHype
Beyond Pixels: A Comprehensive Survey from Bottom-up to Semantic Image Segmentation and Cosegmentation—0
Adapting Segment Anything Model for Unseen Object Instance Segmentation—0
Beyond Pixel Agreement: Large Language Models as Clinical Guardrails for Reliable Medical Image Segmentation—0
Learning to segment microscopy images with lazy labels—0
Forest and Water Bodies Segmentation Through Satellite Images Using U-Net—0
ForestEyes Project: Conception, Enhancements, and Challenges—0
Depth-Adapted CNNs for RGB-D Semantic Segmentation—0
DEPT: Deep Extreme Point Tracing for Ultrasound Image Segmentation—0
Deployment and Analysis of Instance Segmentation Algorithm for In-field Grade Estimation of Sweetpotatoes—0
Density Matters: Improved Core-set for Active Domain Adaptive Segmentation—0
A region and category confidence-based multi-task network for carotid ultrasound image segmentation and classification—0
Density-Guided Semi-Supervised 3D Semantic Segmentation with Dual-Space Hardness Sampling—0
Density-Based Clustering for 3D Object Detection in Point Clouds—0
Beyond Nearest Neighbor Interpolation in Data Augmentation—0
Densify Your Labels: Unsupervised Clustering with Bipartite Matching for Weakly Supervised Point Cloud Segmentation—0
Dense Voxel 3D Reconstruction Using a Monocular Event Camera—0
Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding—0
1st Place Solution of LVIS Challenge 2020: A Good Box is not a Guarantee of a Good Mask—0
Forest Inspection Dataset for Aerial Semantic Segmentation and Depth Estimation—0
FOR-instance: a UAV laser scanning benchmark dataset for semantic and instance segmentation of individual trees—0
Weakly Supervised LiDAR Semantic Segmentation via Scatter Image Annotation—0
DenseVLM: A Retrieval and Decoupled Alignment Framework for Open-Vocabulary Dense Prediction—0
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior—0
Dense Transformer Networks for Brain Electron Microscopy Image Segmentation—0
Beyond mAP: Towards better evaluation of instance segmentation—0
Show:102550
← PrevPage 183 of 591Next →
All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified