SOTAVerified

Semantic Segmentation

Papers

Showing 1092610950 of 14763 papers

TitleStatusHype
Exploration of Optimized Semantic Segmentation Architectures for edge-Deployment on Drones0
Self-supervised Depth Estimation to Regularise Semantic Segmentation in Knee Arthroscopy0
Contextual-Relation Consistent Domain Adaptation for Semantic SegmentationCode0
Anatomical Data Augmentation via Fluid-based Image RegistrationCode1
Evaluating Uncertainty Estimation Methods on 3D Semantic Segmentation of Point Clouds0
Complex Network Construction for Interactive Image Segmentation using Particle Competition and Cooperation: A New Approach0
Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations0
PointTrack++ for Effective Online Multi-Object Tracking and SegmentationCode1
Mining Cross-Image Semantics for Weakly Supervised Semantic SegmentationCode1
PGD-UNet: A Position-Guided Deformable Network for Simultaneous Segmentation of Organs and Tumors0
Rethinking Channel Dimensions for Efficient Model DesignCode1
Learning to Segment from Scribbles using Multi-scale Adversarial Attention GatesCode1
Deep Learning Models for Visual Inspection on Automotive Assembling Line0
Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning0
Globally Optimal Surface Segmentation using Deep Learning with Learnable Smoothness Priors0
Learning Geocentric Object Pose in Oblique Monocular ImagesCode1
Motion Prediction in Visual Object Tracking0
Weakly-Supervised Segmentation for Disease Localization in Chest X-Ray ImagesCode1
TiledSoilingNet: Tile-level Soiling Detection on Automotive Surround-view Cameras Using Coverage Metric0
Robust Semantic Segmentation in Adverse Weather Conditions by means of Fast Video-Sequence SegmentationCode1
The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and PoseCode1
A Characteristic Function-based Algorithm for Geodesic Active Contours0
Learning unbiased zero-shot semantic segmentation networks via transductive transferCode0
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder ArchitectureCode1
Semantic Segmentation With Multi Scale Spatial Attention For Self Driving Cars0
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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