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Segmentation

Papers

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Showing 451–500 of 13072 papers

TitleStatusHype
Cross-Image Relational Knowledge Distillation for Semantic SegmentationCode2
TopFormer: Token Pyramid Transformer for Mobile Semantic SegmentationCode2
FocalClick: Towards Practical Interactive Image SegmentationCode2
Region Rebalance for Long-Tailed Semantic SegmentationCode2
Rethinking Semantic Segmentation: A Prototype ViewCode2
Deep Hierarchical Semantic SegmentationCode2
Video Polyp Segmentation: A Deep Learning PerspectiveCode2
Sparse Instance Activation for Real-Time Instance SegmentationCode2
Scalable Video Object Segmentation with Identification MechanismCode2
Focal Modulation NetworksCode2
Scribble-Supervised LiDAR Semantic SegmentationCode2
LiDAR-based 4D Panoptic Segmentation via Dynamic Shifting NetworkCode2
UNeXt: MLP-based Rapid Medical Image Segmentation NetworkCode2
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with TransformersCode2
SoftGroup for 3D Instance Segmentation on Point CloudsCode2
A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and BenchmarkCode2
FreeSOLO: Learning to Segment Objects without AnnotationsCode2
TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical ImagesCode2
Language-driven Semantic SegmentationCode2
Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI ImagesCode2
Mask2Former for Video Instance SegmentationCode2
Masked-attention Mask Transformer for Universal Image SegmentationCode2
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene ImageryCode2
Overlap-aware low-latency online speaker diarization based on end-to-end local segmentationCode2
Open-World Entity SegmentationCode2
Per-Pixel Classification is Not All You Need for Semantic SegmentationCode2
Learning Semantic Segmentation of Large-Scale Point Clouds with Random SamplingCode2
A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing ImagesCode2
TransUNet: Transformers Make Strong Encoders for Medical Image SegmentationCode2
Bottleneck Transformers for Visual RecognitionCode2
Simplifying Object Segmentation with PixelLib LibraryCode2
Boundary-Aware Segmentation Network for Mobile and Web ApplicationsCode2
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with TransformersCode2
SegFix: Model-Agnostic Boundary Refinement for SegmentationCode2
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous ConvolutionCode2
Segmentation Loss OdysseyCode2
Label Efficient Visual Abstractions for Autonomous DrivingCode2
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic SegmentationCode2
SOLOv2: Dynamic and Fast Instance SegmentationCode2
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point CloudsCode2
SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking DecoderCode2
Real-time Scene Text Detection with Differentiable BinarizationCode2
DeepGCNs: Making GCNs Go as Deep as CNNsCode2
A Pilot Study for Chinese SQL Semantic ParsingCode2
Segmentation Transformer: Object-Contextual Representations for Semantic SegmentationCode2
Asymmetric Non-local Neural Networks for Semantic SegmentationCode2
Interlaced Sparse Self-Attention for Semantic SegmentationCode2
Co-Occurrent Features in Semantic SegmentationCode2
Video Instance SegmentationCode2
A large annotated medical image dataset for the development and evaluation of segmentation algorithmsCode2
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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