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Segmentation

Papers

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Showing 401–450 of 13072 papers

TitleStatusHype
1st Place Solution for PSG competition with ECCV'22 SenseHuman WorkshopCode2
MOSE: A New Dataset for Video Object Segmentation in Complex ScenesCode2
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical ObjectsCode2
SeaFormer++: Squeeze-enhanced Axial Transformer for Mobile Visual RecognitionCode2
Audio-Visual Segmentation with SemanticsCode2
Benchmarking the Robustness of LiDAR Semantic Segmentation ModelsCode2
CLIP-Driven Universal Model for Organ Segmentation and Tumor DetectionCode2
XNet: Wavelet-Based Low and High Frequency Fusion Networks for Fully- and Semi-Supervised Semantic Segmentation of Biomedical ImagesCode2
Reversible Column NetworksCode2
Panoptic Lifting for 3D Scene Understanding with Neural FieldsCode2
CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic SegmentationCode2
UNETR++: Delving into Efficient and Accurate 3D Medical Image SegmentationCode2
DiffusionInst: Diffusion Model for Instance SegmentationCode2
Box2Mask: Box-supervised Instance Segmentation via Level-set EvolutionCode2
Semi-Supervised Confidence-Level-based Contrastive Discrimination for Class-Imbalanced Semantic SegmentationCode2
SimpleClick: Interactive Image Segmentation with Simple Vision TransformersCode2
Temporal Action Segmentation: An Analysis of Modern TechniquesCode2
Teeth3DS+: An Extended Benchmark for Intraoral 3D Scans AnalysisCode2
SegViT: Semantic Segmentation with Plain Vision TransformersCode2
Robust Human Matting via Semantic GuidanceCode2
Mask3D: Mask Transformer for 3D Semantic Instance SegmentationCode2
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation ModelsCode2
VICRegL: Self-Supervised Learning of Local Visual FeaturesCode2
3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image SegmentationCode2
Dilated Neighborhood Attention TransformerCode2
SegNeXt: Rethinking Convolutional Attention Design for Semantic SegmentationCode2
Scalable SoftGroup for 3D Instance Segmentation on Point CloudsCode2
MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic SegmentationCode2
PeRFception: Perception using Radiance FieldsCode2
PyMIC: A deep learning toolkit for annotation-efficient medical image segmentationCode2
FEC: Fast Euclidean Clustering for Point Cloud SegmentationCode2
Occlusion-Aware Instance Segmentation via BiLayer Network ArchitecturesCode2
MinVIS: A Minimal Video Instance Segmentation Framework without Video-based TrainingCode2
Patchwork++: Fast and Robust Ground Segmentation Solving Partial Under-Segmentation Using 3D Point CloudCode2
In Defense of Online Models for Video Instance SegmentationCode2
Box-supervised Instance Segmentation with Level Set EvolutionCode2
Audio-Visual SegmentationCode2
CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse TransformersCode2
PVO: Panoptic Visual OdometryCode2
Improving Nighttime Driving-Scene Segmentation via Dual Image-adaptive Learnable FiltersCode2
LaserMix for Semi-Supervised LiDAR Semantic SegmentationCode2
LViT: Language meets Vision Transformer in Medical Image SegmentationCode2
High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled ConditionsCode2
LargeKernel3D: Scaling up Kernels in 3D Sparse CNNsCode2
Global Context Vision TransformersCode2
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and LocalizationCode2
Masked Generative DistillationCode2
Computer Vision for Road Imaging and Pothole Detection: A State-of-the-Art Review of Systems and AlgorithmsCode2
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic SegmentationCode2
A fully automatic AI system for tooth and alveolar bone segmentation from cone-beam CT imagesCode2
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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