SOTAVerified

Segmentation

Papers

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Showing 4801–4850 of 13072 papers

TitleStatusHype
Group-On: Boosting One-Shot Segmentation with Supportive Query—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
Curriculum Point Prompting for Weakly-Supervised Referring Image Segmentation—0
Cross-model Mutual Learning for Exemplar-based Medical Image Segmentation—0
Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation—0
Multi-target and multi-stage liver lesion segmentation and detection in multi-phase computed tomography scans—0
Meta-Decomposition: Dynamic Segmentation Approach Selection in IoT-based Activity Recognition—0
AKGNet: Attribute Knowledge-Guided Unsupervised Lung-Infected Area Segmentation—0
WPS-Dataset: A benchmark for wood plate segmentation in bark removal processing—0
Gasformer: A Transformer-based Architecture for Segmenting Methane Emissions from Livestock in Optical Gas ImagingCode0
Adapting SAM for Surgical Instrument Tracking and Segmentation in Endoscopic Submucosal Dissection Videos—0
Vocabulary-free Image Classification and Semantic SegmentationCode0
Contextrast: Contextual Contrastive Learning for Semantic Segmentation—0
Neuromorphic Vision-based Motion Segmentation with Graph Transformer Neural Network—0
Label merge-and-split: A graph-colouring approach for memory-efficient brain parcellation—0
In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation—0
Improved Object-Based Style Transfer with Single Deep Network—0
Adaptive Patching for High-resolution Image Segmentation with Transformers—0
kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies—0
The revenge of BiSeNet: Efficient Multi-Task Image Segmentation—0
NOISe: Nuclei-Aware Osteoclast Instance Segmentation for Mouse-to-Human Domain TransferCode0
Deep Learning-Based Segmentation of Tumors in PET/CT Volumes: Benchmark of Different Architectures and Training Strategies—0
Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker DecompositionCode0
Approximate Cluster-Based Sparse Document Retrieval with Segmented Maximum Term Weights—0
Labeled Morphological Segmentation with Semi-Markov Models—0
Meply: A Large-scale Dataset and Baseline Evaluations for Metastatic Perirectal Lymph Node Detection and SegmentationCode0
Practical Guidelines for Cell Segmentation Models Under Optical Aberrations in Microscopy—0
Adapting the Segment Anything Model During Usage in Novel Situations—0
A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical ImagesCode0
COCONut: Modernizing COCO Segmentation—0
Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context UnderstandingCode0
Pathological Primitive Segmentation Based on Visual Foundation Model with Zero-Shot Mask GenerationCode0
Gaga: Group Any Gaussians via 3D-aware Memory Bank—0
Diffusion Probabilistic Multi-cue Level Set for Reducing Edge Uncertainty in Pancreas SegmentationCode0
Weakly-Supervised Learning via Multi-Lateral Decoder Branching for Tool Segmentation in Robot-Assisted Cardiovascular Catheterization—0
Visual Context-Aware Person Fall DetectionCode0
Multi-rater Prompting for Ambiguous Medical Image Segmentation—0
Streamlined Photoacoustic Image Processing with Foundation Models: A Training-Free Solution—0
Exploiting Object-based and Segmentation-based Semantic Features for Deep Learning-based Indoor Scene Classification—0
O2V-Mapping: Online Open-Vocabulary Mapping with Neural Implicit Representation—0
O-TALC: Steps Towards Combating Oversegmentation within Online Action Segmentation—0
An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation—0
Leveraging Latents for Efficient Thermography Classification and SegmentationCode0
Prompt-driven Universal Model for View-Agnostic Echocardiography Analysis—0
DaF-BEVSeg: Distortion-aware Fisheye Camera based Bird's Eye View Segmentation with Occlusion Reasoning—0
QueSTMaps: Queryable Semantic Topological Maps for 3D Scene Understanding—0
SAM-I-Am: Semantic Boosting for Zero-shot Atomic-Scale Electron Micrograph SegmentationCode0
LATUP-Net: A Lightweight 3D Attention U-Net with Parallel Convolutions for Brain Tumor Segmentation—0
Spatial-Temporal Multi-level Association for Video Object Segmentation—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