SOTAVerified

Segmentation

Papers

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Showing 2451–2500 of 13072 papers

TitleStatusHype
Arbitrary Shape Text Detection via Segmentation with Probability MapsCode1
Classification Calibration for Long-tail Instance SegmentationCode1
ARCH2S: Dataset, Benchmark and Challenges for Learning Exterior Architectural Structures from Point CloudsCode1
Diffusion Models for Implicit Image Segmentation EnsemblesCode1
Comprehensive segmentation of deep grey nuclei from structural MRI dataCode1
Land Cover Segmentation with Sparse Annotations from Sentinel-2 ImageryCode1
Classifying Breast Histopathology Images with a Ductal Instance-Oriented PipelineCode1
DilatedSegNet: A Deep Dilated Segmentation Network for Polyp SegmentationCode1
LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image SegmentationCode1
Class-incremental Continual Learning for Instance Segmentation with Image-level Weak SupervisionCode1
Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old LabelsCode1
Adversarial Feature Augmentation and Normalization for Visual RecognitionCode1
Adversarial Learning for Semi-Supervised Semantic SegmentationCode1
ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised LearningCode1
Directional Connectivity-based Segmentation of Medical ImagesCode1
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box SupervisionCode1
Compositor: Bottom-up Clustering and Compositing for Robust Part and Object SegmentationCode1
Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scansCode1
clDice - A Novel Topology-Preserving Loss Function for Tubular Structure SegmentationCode1
clDice -- A Novel Topology-Preserving Loss Function for Tubular Structure SegmentationCode1
A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic SegmentationCode1
Discriminative Region Suppression for Weakly-Supervised Semantic SegmentationCode1
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object SegmentationCode1
CLFT: Camera-LiDAR Fusion Transformer for Semantic Segmentation in Autonomous DrivingCode1
Discovering Object Masks with Transformers for Unsupervised Semantic SegmentationCode1
MMSFormer: Multimodal Transformer for Material and Semantic SegmentationCode1
MultiNet: Real-time Joint Semantic Reasoning for Autonomous DrivingCode1
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object DetectionCode1
Disentangle then Parse:Night-time Semantic Segmentation with Illumination DisentanglementCode1
Labels4Free: Unsupervised Segmentation using StyleGANCode1
A Reverse Mamba Attention Network for Pathological Liver SegmentationCode1
Disentangled Representations for Domain-generalized Cardiac SegmentationCode1
Disentangle then Parse: Night-time Semantic Segmentation with Illumination DisentanglementCode1
Disentangling Human Error from Ground Truth in Segmentation of Medical ImagesCode1
Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation with Cross-Scale Distortion AwarenessCode1
Multiscale Deep Equilibrium ModelsCode1
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-FreeCode1
Comprehensive framework for evaluation of deep neural networks in detection and quantification of lymphoma from PET/CT images: clinical insights, pitfalls, and observer agreement analysesCode1
CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic SegmentationCode1
CLIP-Fields: Weakly Supervised Semantic Fields for Robotic MemoryCode1
CompNet: Complementary Segmentation Network for Brain MRI ExtractionCode1
Multi-source Domain Adaptation for Semantic SegmentationCode1
Learning Hierarchical Image Segmentation For Recognition and By RecognitionCode1
Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionCode1
LACV-Net: Semantic Segmentation of Large-Scale Point Cloud Scene via Local Adaptive and Comprehensive VLADCode1
LangGas: Introducing Language in Selective Zero-Shot Background Subtraction for Semi-Transparent Gas Leak Detection with a New DatasetCode1
Complementary Network with Adaptive Receptive Fields for Melanoma SegmentationCode1
A Closer Look at the Explainability of Contrastive Language-Image Pre-trainingCode1
CLIP-TNseg: A Multi-Modal Hybrid Framework for Thyroid Nodule Segmentation in Ultrasound ImagesCode1
Complementary Patch for Weakly Supervised Semantic SegmentationCode1
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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