SOTAVerified

Semantic Segmentation

Papers

Showing 41764200 of 14763 papers

TitleStatusHype
Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy ImagesCode1
Virtual Augmented Reality for Atari Reinforcement LearningCode0
NSM4D: Neural Scene Model Based Online 4D Point Cloud Sequence Understanding0
SSG2: A new modelling paradigm for semantic segmentationCode1
BaSAL: Size-Balanced Warm Start Active Learning for LiDAR Semantic SegmentationCode0
GraphAlign: Enhancing Accurate Feature Alignment by Graph matching for Multi-Modal 3D Object Detection0
Visual Self-supervised Learning Scheme for Dense Prediction Tasks on X-ray Images0
Line Detection and Segmentation of Annual Crops Using Hybrid MethodCode0
3D TransUNet: Advancing Medical Image Segmentation through Vision TransformersCode4
PointHR: Exploring High-Resolution Architectures for 3D Point Cloud SegmentationCode1
SAM-OCTA: Prompting Segment-Anything for OCTA Image SegmentationCode1
PeP: a Point enhanced Painting method for unified point cloud tasks0
Robust Unsupervised Domain Adaptation by Retaining Confident Entropy via Edge Concatenation0
S4C: Self-Supervised Semantic Scene Completion with Neural Fields0
Relational Prior Knowledge Graphs for Detection and Instance SegmentationCode1
Causal Unsupervised Semantic SegmentationCode1
Context-Enhanced Detector For Building Detection From Remote Sensing Images0
Heuristic Vision Pre-Training with Self-Supervised and Supervised Multi-Task Learning0
CLIP for Lightweight Semantic Segmentation0
Impact of Label Types on Training SWIN Models with Overhead Imagery0
Distilling Efficient Vision Transformers from CNNs for Semantic Segmentation0
HaarNet: Large-scale Linear-Morphological Hybrid Network for RGB-D Semantic Segmentation0
Zero-Shot Open-Vocabulary Tracking with Large Pre-Trained Models0
Utilizing Synthetic Data for Medical Vision-Language Pre-training: Bypassing the Need for Real ImagesCode0
Self-supervised Object-Centric Learning for Videos0
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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