SOTAVerified

Segmentation

Papers

Showing 18011825 of 13072 papers

TitleStatusHype
Causal Unsupervised Semantic SegmentationCode1
AWGUNET: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology ImagesCode1
CDNet: Centripetal Direction Network for Nuclear Instance SegmentationCode1
AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance ImagesCode1
MD Loss: Efficient Training of 3D Seismic Fault Segmentation Network under Sparse Labels by Weakening Anomaly AnnotationCode1
AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networksCode1
Causality-inspired Single-source Domain Generalization for Medical Image SegmentationCode1
Medical Image Segmentation via Unsupervised Convolutional Neural NetworkCode1
An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image LevelCode1
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic SegmentationCode1
CauSSL: Causality-inspired Semi-supervised Learning for Medical Image SegmentationCode1
Fuzzy Information Seeded Region Growing for Automated Lesions After Stroke Segmentation in MR Brain ImagesCode1
Ego2Hands: A Dataset for Egocentric Two-hand Segmentation and DetectionCode1
MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR ImagesCode1
3D Tooth Mesh Segmentation with Simplified Mesh Cell RepresentationCode1
Eigencontours: Novel Contour Descriptors Based on Low-Rank ApproximationCode1
ElC-OIS: Ellipsoidal Clustering for Open-World Instance Segmentation on LiDAR DataCode1
EllSeg: An Ellipse Segmentation Framework for Robust Gaze TrackingCode1
GAPartNet: Cross-Category Domain-Generalizable Object Perception and Manipulation via Generalizable and Actionable PartsCode1
Embedding-based Instance Segmentation in MicroscopyCode1
General and Task-Oriented Video SegmentationCode1
FuseNet: Self-Supervised Dual-Path Network for Medical Image SegmentationCode1
CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRICode1
FusionLane: Multi-Sensor Fusion for Lane Marking Semantic Segmentation Using Deep Neural NetworksCode1
CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor SegmentationCode1
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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