SOTAVerified

Segmentation

Papers

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Showing 6801–6825 of 13072 papers

TitleStatusHype
Formula-Driven Data Augmentation and Partial Retinal Layer Copying for Retinal Layer Segmentation—0
Learning to Segment Skin Lesions from Noisy Annotations—0
Learning to Segment Under Various Forms of Weak Supervision—0
Deep Learning for Brain Tumor Segmentation in Radiosurgery: Prospective Clinical Evaluation—0
Learning to segment with limited annotations: Self-supervised pretraining with regression and contrastive loss in MRI—0
FOR-instance: a UAV laser scanning benchmark dataset for semantic and instance segmentation of individual trees—0
Click Carving: Segmenting Objects in Video with Point Clicks—0
Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network—0
Adversarially robust segmentation models learn perceptually-aligned gradients—0
Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs—0
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review—0
MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features—0
Automatic Segmentation of Fluorescence Lifetime Microscopy Images of Cells Using Multi-Resolution Community Detection—0
Learning Vector Quantized Shape Code for Amodal Blastomere Instance Segmentation—0
Forest and Water Bodies Segmentation Through Satellite Images Using U-Net—0
Foreground segmentation based on multi-resolution and matting—0
Expert-Adaptive Medical Image Segmentation—0
Foreground object segmentation in RGB-D data implemented on GPU—0
Learning Wall Segmentation in 3D Vessel Trees using Sparse Annotations—0
Foreground Clustering for Joint Segmentation and Localization in Videos and Images—0
Learning Where to Look: Data-Driven Viewpoint Set Selection for 3D Scenes—0
Deep Learning for Multi-View Ultrasonic Image Fusion—0
3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation—0
Foreground-Background Segmentation Based on Codebook and Edge Detector—0
ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference—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