SOTAVerified

Segmentation

Papers

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Showing 101–125 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
LogoSP: Local-global Grouping of Superpoints for Unsupervised Semantic Segmentation of 3D Point CloudsCode1
Text-guided multi-stage cross-perception network for medical image segmentation—0
PIG: Physically-based Multi-Material Interaction with 3D Gaussians—0
FMaMIL: Frequency-Driven Mamba Multi-Instance Learning for Weakly Supervised Lesion Segmentation in Medical Images—0
IGraSS: Learning to Identify Infrastructure Networks from Satellite Imagery by Iterative Graph-constrained Semantic Segmentation—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
SiliCoN: Simultaneous Nuclei Segmentation and Color Normalization of Histological Images—0
EV-LayerSegNet: Self-supervised Motion Segmentation using Event Cameras—0
Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object SegmentationCode0
THU-Warwick Submission for EPIC-KITCHEN Challenge 2025: Semi-Supervised Video Object Segmentation—0
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
DM-SegNet: Dual-Mamba Architecture for 3D Medical Image Segmentation with Global Context Modeling—0
Refer to Anything with Vision-Language Prompts—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
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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