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Segmentation

Papers

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Showing 4451–4475 of 13072 papers

TitleStatusHype
Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views—0
FoodMem: Near Real-time and Precise Food Video Segmentation—0
LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and VectorsCode0
Click-Gaussian: Interactive Segmentation to Any 3D Gaussians—0
Hybrid Deep Learning Framework for Enhanced Melanoma Detection—0
A Multi-Stage Framework for 3D Individual Tooth Segmentation in Dental CBCT—0
ISMRNN: An Implicitly Segmented RNN Method with Mamba for Long-Term Time Series Forecasting—0
Joint-Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture—0
M18K: A Comprehensive RGB-D Dataset and Benchmark for Mushroom Detection and Instance SegmentationCode0
Ref-AVS: Refer and Segment Objects in Audio-Visual Scenes—0
Can Textual Semantics Mitigate Sounding Object Segmentation Preference?Code0
SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation—0
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-LabelsCode0
PFPs: Prompt-guided Flexible Pathological Segmentation for Diverse Potential Outcomes Using Large Vision and Language Models—0
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation—0
3x2: 3D Object Part Segmentation by 2D Semantic Correspondences—0
WSESeg: Introducing a Dataset for the Segmentation of Winter Sports Equipment with a Baseline for Interactive SegmentationCode0
Let Me DeCode You: Decoder Conditioning with Tabular DataCode0
Introducing VaDA: Novel Image Segmentation Model for Maritime Object Segmentation Using New Dataset—0
Uplifting Range-View-based 3D Semantic Segmentation in Real-Time with Multi-Sensor Fusion—0
Cs2K: Class-specific and Class-shared Knowledge Guidance for Incremental Semantic Segmentation—0
SPIN: Hierarchical Segmentation with Subpart Granularity in Natural Images—0
SliceMamba with Neural Architecture Search for Medical Image Segmentation—0
MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization—0
Segmentation-guided Attention for Visual Question Answering from Remote Sensing Images—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