SOTAVerified

Semantic Segmentation

Papers

Showing 78017850 of 14763 papers

TitleStatusHype
RRSIS: Referring Remote Sensing Image Segmentation0
SMC-UDA: Structure-Modal Constraint for Unsupervised Cross-Domain Renal Segmentation0
C^3PS: Context-aware Conditional Cross Pseudo Supervision for Semi-supervised Medical Image Segmentation0
Compositionally Equivariant Representation Learning0
Low-Resource White-Box Semantic Segmentation of Supporting Towers on 3D Point Clouds via Signature Shape Identification0
Deep learning for Background Replacement in Video ConferencingCode0
3rd Place Solution for PVUW Challenge 2023: Video Panoptic Segmentation0
AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt Encoder0
Computational and Storage Efficient Quadratic Neurons for Deep Neural Networks0
LDMRes-Net: Enabling Efficient Medical Image Segmentation on IoT and Edge Platforms0
How Object Information Improves Skeleton-based Human Action Recognition in Assembly Tasks0
A Task-driven Network for Mesh Classification and Semantic Part Segmentation0
Point-LGMask: Local and Global Contexts Embedding for Point Cloud Pre-training with Multi-Ratio MaskingCode0
Unsupervised augmentation optimization for few-shot medical image segmentation0
ViG-UNet: Vision Graph Neural Networks for Medical Image SegmentationCode0
A Dynamic Feature Interaction Framework for Multi-task Visual Perception0
Real-time GeoAI for High-resolution Mapping and Segmentation of Arctic Permafrost Features0
A Novel Confidence Induced Class Activation Mapping for MRI Brain Tumor SegmentationCode0
Randomized 3D Scene Generation for Generalizable Self-Supervised Pre-Training0
Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentation0
SMRVIS: Point cloud extraction from 3-D ultrasound for non-destructive testingCode0
UniBoost: Unsupervised Unimodal Pre-training for Boosting Zero-shot Vision-Language Tasks0
A Dataset for Deep Learning-based Bone Structure Analyses in Total Hip ArthroplastyCode0
Structurally Different Neural Network Blocks for the Segmentation of Atrial and Aortic Perivascular Adipose Tissue in Multi-centre CT Angiography Scans0
DenseDINO: Boosting Dense Self-Supervised Learning with Token-Based Point-Level Consistency0
Semantic Segmentation on VSPW Dataset through Contrastive Loss and Multi-dataset Training Approach0
Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image SegmentationCode0
Single-Shot Global Localization via Graph-Theoretic Correspondence Matching0
Modality-Agnostic Learning for Medical Image Segmentation Using Multi-modality Self-distillation0
Multi-View Representation is What You Need for Point-Cloud Pre-Training0
Lumos in the Night Sky: AI-enabled Visual Tool for Exploring Night-Time Light Patterns0
Recyclable Semi-supervised Method Based on Multi-model Ensemble for Video Scene Parsing0
ELEV-VISION: Automated Lowest Floor Elevation Estimation from Segmenting Street View Images0
Volumetric medical image segmentation through dual self-distillation in U-shaped networksCode0
OAFormer: Learning Occlusion Distinguishable Feature for Amodal Instance Segmentation0
Cross-CBAM: A Lightweight network for Scene Segmentation0
Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification0
Understanding Segment Anything Model: SAM is Biased Towards Texture Rather than Shape0
Segment Anything Meets Semantic Communication0
Evolving Knowledge Mining for Class Incremental SegmentationCode0
Break a Lag: Triple Exponential Moving Average for Enhanced Optimization0
Denoising Diffusion Semantic Segmentation with Mask Prior Modeling0
Transformer-based Annotation Bias-aware Medical Image SegmentationCode0
DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model0
Morphology Edge Attention Network and Optimal Geometric Matching Connection model for vascular segmentation0
Sea Ice Extraction via Remote Sensed Imagery: Algorithms, Datasets, Applications and Challenges0
Exploring Open-Vocabulary Semantic Segmentation without Human Labels0
Evaluation of Multi-indicator And Multi-organ Medical Image Segmentation ModelsCode0
Reflection Invariance Learning for Few-shot Semantic Segmentation0
Detection of Late Blight Disease in Tomato Leaf Using Image Processing Techniques0
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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