SOTAVerified

Segmentation

Papers

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Showing 5151–5175 of 13072 papers

TitleStatusHype
TriSAM: Tri-Plane SAM for zero-shot cortical blood vessel segmentation in VEM images—0
UrbanGenAI: Reconstructing Urban Landscapes using Panoptic Segmentation and Diffusion Models—0
CloudTracks: A Dataset for Localizing Ship Tracks in Satellite Images of Clouds—0
Unlocking Past Information: Temporal Embeddings in Cooperative Bird's Eye View Prediction—0
On generalisability of segment anything model for nuclear instance segmentation in histology images—0
WAL-Net: Weakly supervised auxiliary task learning network for carotid plaques classificationCode0
SEDNet: Shallow Encoder-Decoder Network for Brain Tumor SegmentationCode0
Synthetic data enables faster annotation and robust segmentation for multi-object grasping in clutter—0
Segment Any Cell: A SAM-based Auto-prompting Fine-tuning Framework for Nuclei Segmentation—0
Segmenting Cardiac Muscle Z-disks with Deep Neural Networks—0
An Automated Real-Time Approach for Image Processing and Segmentation of Fluoroscopic Images and Videos Using a Single Deep Learning Network—0
Two-View Topogram-Based Anatomy-Guided CT Reconstruction for Prospective Risk Minimization—0
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision TransformerCode0
Unlocking the Potential: Multi-task Deep Learning for Spaceborne Quantitative Monitoring of Fugitive Methane Plumes—0
MAST: Video Polyp Segmentation with a Mixture-Attention Siamese TransformerCode0
Self-Supervised Vision Transformers Are Efficient Segmentation Learners for Imperfect Labels—0
Segmentation of tibiofemoral joint tissues from knee MRI using MtRA-Unet and incorporating shape information: Data from the Osteoarthritis Initiative—0
MOSformer: Momentum encoder-based inter-slice fusion transformer for medical image segmentation—0
RTA-Former: Reverse Transformer Attention for Polyp SegmentationCode0
DeepCERES: A Deep learning method for cerebellar lobule segmentation using ultra-high resolution multimodal MRI—0
Consumer-Optimal Segmentation in Multi-Product Markets—0
Concealed Object Segmentation with Hierarchical Coherence Modeling—0
Collaborative Position Reasoning Network for Referring Image Segmentation—0
MetaSeg: Content-Aware Meta-Net for Omni-Supervised Semantic Segmentation—0
Friends Across Time: Multi-Scale Action Segmentation Transformer for Surgical Phase Recognition—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