SOTAVerified

Segmentation

Papers

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Showing 501–550 of 13072 papers

TitleStatusHype
Fast Online Object Tracking and Segmentation: A Unifying ApproachCode2
Improving Semantic Segmentation via Video Propagation and Label RelaxationCode2
Cell Detection with Star-convex PolygonsCode2
Context Encoding for Semantic SegmentationCode2
The Lovász-Softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networksCode2
Fully Convolutional Instance-aware Semantic SegmentationCode2
Seg-Wild: Interactive Segmentation based on 3D Gaussian Splatting for Unconstrained Image CollectionsCode1
RSRefSeg 2: Decoupling Referring Remote Sensing Image Segmentation with Foundation ModelsCode1
Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and GrounderCode1
UnMix-NeRF: Spectral Unmixing Meets Neural Radiance FieldsCode1
Open-Vocabulary Camouflaged Object Segmentation with Cascaded Vision Language ModelsCode1
TextBraTS: Text-Guided Volumetric Brain Tumor Segmentation with Innovative Dataset Development and Fusion Module ExplorationCode1
The Four Color Theorem for Cell Instance SegmentationCode1
MIRAGE: Multimodal foundation model and benchmark for comprehensive retinal OCT image analysisCode1
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
OpenMaskDINO3D : Reasoning 3D Segmentation via Large Language ModelCode1
Zero-Shot Tree Detection and Segmentation from Aerial Forest ImageryCode1
Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic SegmentationCode1
LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image SegmentationCode1
How Do Images Align and Complement LiDAR? Towards a Harmonized Multi-modal 3D Panoptic SegmentationCode1
CENet: Context Enhancement Network for Medical Image SegmentationCode1
OpenSeg-R: Improving Open-Vocabulary Segmentation via Step-by-Step Visual ReasoningCode1
SAMA-UNet: Enhancing Medical Image Segmentation with Self-Adaptive Mamba-Like Attention and Causal-Resonance LearningCode1
UWSAM: Segment Anything Model Guided Underwater Instance Segmentation and A Large-scale Benchmark DatasetCode1
Unlocking the Power of SAM 2 for Few-Shot SegmentationCode1
DC-Seg: Disentangled Contrastive Learning for Brain Tumor Segmentation with Missing ModalitiesCode1
MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image SegmentationCode1
ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-term TrackingCode1
Histo-Miner: Deep Learning based Tissue Features Extraction Pipeline from H&E Whole Slide Images of Cutaneous Squamous Cell CarcinomaCode1
Bounding Box-Guided Diffusion for Synthesizing Industrial Images and Segmentation MapCode1
Panoramic Out-of-Distribution SegmentationCode1
Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic SegmentationCode1
Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion ModelsCode1
Real Time Semantic Segmentation of High Resolution Automotive LiDAR ScansCode1
SemanticSugarBeets: A Multi-Task Framework and Dataset for Inspecting Harvest and Storage Characteristics of Sugar BeetsCode1
Learning from Noisy Pseudo-labels for All-Weather Land Cover MappingCode1
DC-SAM: In-Context Segment Anything in Images and Videos via Dual ConsistencyCode1
PraNet-V2: Dual-Supervised Reverse Attention for Medical Image SegmentationCode1
Attention GhostUNet++: Enhanced Segmentation of Adipose Tissue and Liver in CT ImagesCode1
HRMedSeg: Unlocking High-resolution Medical Image segmentation via Memory-efficient Attention ModelingCode1
Rip Current Segmentation: A Novel Benchmark and YOLOv8 Baseline ResultsCode1
STPNet: Scale-aware Text Prompt Network for Medical Image SegmentationCode1
CellVTA: Enhancing Vision Foundation Models for Accurate Cell Segmentation and ClassificationCode1
3D Dental Model Segmentation with Geometrical Boundary PreservingCode1
BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image SegmentationCode1
Comprehensive segmentation of deep grey nuclei from structural MRI dataCode1
The Coralscapes Dataset: Semantic Scene Understanding in Coral ReefsCode1
ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion SegmentationCode1
CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal InterventionCode1
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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