SOTAVerified

Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 13072 papers

TitleStatusHype
Rethinking Range-View LiDAR Segmentation in Adverse Weather—0
Segment Any Architectural Facades (SAAF):An automatic segmentation model for building facades, walls and windows based on multimodal semantics guidance—0
C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image SegmentationCode1
FMaMIL: Frequency-Driven Mamba Multi-Instance Learning for Weakly Supervised Lesion Segmentation in Medical Images—0
Text-guided multi-stage cross-perception network for medical image segmentation—0
LogoSP: Local-global Grouping of Superpoints for Unsupervised Semantic Segmentation of 3D Point CloudsCode1
PIG: Physically-based Multi-Material Interaction with 3D Gaussians—0
IGraSS: Learning to Identify Infrastructure Networks from Satellite Imagery by Iterative Graph-constrained Semantic Segmentation—0
SiliCoN: Simultaneous Nuclei Segmentation and Color Normalization of Histological Images—0
Optimal Transport Driven Asymmetric Image-to-Image Translation for Nuclei Segmentation of Histological Images—0
Simultaneous Segmentation of Ventricles and Normal/Abnormal White Matter Hyperintensities in Clinical MRI using Deep Learning—0
EV-LayerSegNet: Self-supervised Motion Segmentation using Event Cameras—0
THU-Warwick Submission for EPIC-KITCHEN Challenge 2025: Semi-Supervised Video Object Segmentation—0
Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object SegmentationCode0
Bridging Audio and Vision: Zero-Shot Audiovisual Segmentation by Connecting Pretrained Models—0
Textile Analysis for Recycling Automation using Transfer Learning and Zero-Shot Foundation Models—0
NeurNCD: Novel Class Discovery via Implicit Neural Representation—0
U-NetMN and SegNetMN: Modified U-Net and SegNet models for bimodal SAR image segmentation—0
Refer to Anything with Vision-Language Prompts—0
DM-SegNet: Dual-Mamba Architecture for 3D Medical Image Segmentation with Global Context Modeling—0
Gen-n-Val: Agentic Image Data Generation and Validation—0
OpenMaskDINO3D : Reasoning 3D Segmentation via Large Language ModelCode1
RSVP: Reasoning Segmentation via Visual Prompting and Multi-modal Chain-of-Thought—0
Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object SegmentationCode0
Hierarchical Self-Prompting SAM: A Prompt-Free Medical Image Segmentation Framework—0
Zero-Shot Tree Detection and Segmentation from Aerial Forest ImageryCode1
Efficient 3D Brain Tumor Segmentation with Axial-Coronal-Sagittal EmbeddingCode0
Scene Detection Policies and Keyframe Extraction Strategies for Large-Scale Video Analysis—0
Contrast-Invariant Self-supervised Segmentation for Quantitative Placental MRI—0
PCA for Enhanced Cross-Dataset Generalizability in Breast Ultrasound Tumor Segmentation—0
Bridging Classical and Modern Computer Vision: PerceptiveNet for Tree Crown Semantic Segmentation—0
PixelThink: Towards Efficient Chain-of-Pixel Reasoning—0
Federated Unsupervised Semantic Segmentation—0
Robust and Annotation-Free Wound Segmentation on Noisy Real-World Pressure Ulcer Images: Towards Automated DESIGN-R Assessment—0
PathFL: Multi-Alignment Federated Learning for Pathology Image SegmentationCode0
SAM-R1: Leveraging SAM for Reward Feedback in Multimodal Segmentation via Reinforcement Learning—0
Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic SegmentationCode1
IRS: Incremental Relationship-guided Segmentation for Digital PathologyCode0
MIAS-SAM: Medical Image Anomaly Segmentation without thresholdingCode0
ConfLUNet: Multiple sclerosis lesion instance segmentation in presence of confluent lesions—0
YH-MINER: Multimodal Intelligent System for Natural Ecological Reef Metric Extraction—0
LiDAR Based Semantic Perception for Forklifts in Outdoor Environments—0
MAMBO-NET: Multi-Causal Aware Modeling Backdoor-Intervention Optimization for Medical Image Segmentation Network—0
SANSA: Unleashing the Hidden Semantics in SAM2 for Few-Shot SegmentationCode2
Geometric Feature Prompting of Image Segmentation Models—0
An Open-Source Python Framework and Synthetic ECG Image Datasets for Digitization, Lead and Lead Name Detection, and Overlapping Signal SegmentationCode0
LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image SegmentationCode1
The Missing Point in Vision Transformers for Universal Image SegmentationCode2
LlamaSeg: Image Segmentation via Autoregressive Mask Generation—0
Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language ModelsCode0
Show:102550
← PrevPage 3 of 262Next →
All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified