SOTAVerified

Segmentation

Papers

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Showing 2251–2275 of 13072 papers

TitleStatusHype
Weakly Supervised LiDAR Semantic Segmentation via Scatter Image Annotation—0
Spot-Compose: A Framework for Open-Vocabulary Object Retrieval and Drawer Manipulation in Point Clouds—0
SOHES: Self-supervised Open-world Hierarchical Entity Segmentation—0
How to Benchmark Vision Foundation Models for Semantic Segmentation?Code1
Curriculum Point Prompting for Weakly-Supervised Referring Image Segmentation—0
Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation—0
Cross-model Mutual Learning for Exemplar-based Medical Image Segmentation—0
Moving Object Segmentation: All You Need Is SAM (and Flow)Code3
Group-On: Boosting One-Shot Segmentation with Supportive Query—0
Meta-Decomposition: Dynamic Segmentation Approach Selection in IoT-based Activity Recognition—0
Multi-target and multi-stage liver lesion segmentation and detection in multi-phase computed tomography scans—0
AKGNet: Attribute Knowledge-Guided Unsupervised Lung-Infected Area Segmentation—0
WPS-Dataset: A benchmark for wood plate segmentation in bark removal processing—0
Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial ImagesCode1
Adapting SAM for Surgical Instrument Tracking and Segmentation in Endoscopic Submucosal Dissection Videos—0
Restoring Connectivity in Vascular Segmentation using a Learned Post-Processing ModelCode1
ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic SegmentationCode1
Neuromorphic Vision-based Motion Segmentation with Graph Transformer Neural Network—0
Contextrast: Contextual Contrastive Learning for Semantic Segmentation—0
Gasformer: A Transformer-based Architecture for Segmenting Methane Emissions from Livestock in Optical Gas ImagingCode0
Label merge-and-split: A graph-colouring approach for memory-efficient brain parcellation—0
Domain-Rectifying Adapter for Cross-Domain Few-Shot SegmentationCode1
Vocabulary-free Image Classification and Semantic SegmentationCode0
SegFormer3D: an Efficient Transformer for 3D Medical Image SegmentationCode3
NOISe: Nuclei-Aware Osteoclast Instance Segmentation for Mouse-to-Human Domain TransferCode0
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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