SOTAVerified

Segmentation

Papers

Showing 39013925 of 13072 papers

TitleStatusHype
Deepfake Image Generation for Improved Brain Tumor Segmentation0
Improving existing segmentators performance with zero-shot segmentatorsCode0
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower ExtremitiesCode0
Multi-modal Learning with Missing Modality via Shared-Specific Feature ModellingCode1
PlaneRecTR++: Unified Query Learning for Joint 3D Planar Reconstruction and Pose EstimationCode1
Towards Unifying Anatomy Segmentation: Automated Generation of a Full-body CT Dataset via Knowledge Aggregation and Anatomical GuidelinesCode1
Unmasking Anomalies in Road-Scene SegmentationCode1
GaPro: Box-Supervised 3D Point Cloud Instance Segmentation Using Gaussian Processes as Pseudo LabelersCode1
Optical Flow boosts Unsupervised Localization and SegmentationCode1
Audio-aware Query-enhanced Transformer for Audio-Visual Segmentation0
Spectrum-guided Multi-granularity Referring Video Object SegmentationCode1
Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation0
Image Segmentation Keras : Implementation of Segnet, FCN, UNet, PSPNet and other models in KerasCode4
Automatic lobe segmentation using attentive cross entropy and end-to-end fissure generation0
Sparse annotation strategies for segmentation of short axis cardiac MRI0
Semi-Supervised Medical Image Segmentation with Co-Distribution Alignment0
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch EmbeddingsCode0
Learning Dynamic Query Combinations for Transformer-based Object Detection and SegmentationCode1
Expediting Building Footprint Extraction from High-resolution Remote Sensing Images via progressive lenient supervisionCode0
Flight Contrail Segmentation via Augmented Transfer Learning with Novel SR Loss Function in Hough SpaceCode1
Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic GroupingCode1
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image SegmentationCode1
Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image SegmentationCode1
A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer RadiotherapyCode1
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified