SOTAVerified

Segmentation

Papers

Showing 91519175 of 13072 papers

TitleStatusHype
Multi-task learning for classification, segmentation, reconstruction, and detection on chest CT scans0
Multitask Learning For Different Subword Segmentations In Neural Machine Translation0
Enhanced Knee Kinematics: Leveraging Deep Learning and Morphing Algorithms for 3D Implant Modeling0
Fast Segmentation of Left Ventricle in CT Images by Explicit Shape Regression using Random Pixel Difference Features0
Fast Single-shot Ship Instance Segmentation Based on Polar Template Mask in Remote Sensing Images0
Fast Soft Color Segmentation0
Attention to Scale: Scale-aware Semantic Image Segmentation0
AttentionShift: Iteratively Estimated Part-Based Attention Map for Pointly Supervised Instance Segmentation0
FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI0
Fast Trust Region for Segmentation0
Fast unsupervised Bayesian image segmentation with adaptive spatial regularisation0
Amodal Segmentation for Laparoscopic Surgery Video Instruments0
FastVentricle: Cardiac Segmentation with ENet0
Multi-task Learning for Macromolecule Classification, Segmentation and Coarse Structural Recovery in Cryo-Tomography0
Attention on Classification for Fire Segmentation0
Fast Video Object Segmentation via Dynamic Targeting Network0
Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching0
Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification0
Multi-task Learning for Optical Coherence Tomography Angiography (OCTA) Vessel Segmentation0
FaultNet: Faulty Rail-Valves Detection using Deep Learning and Computer Vision0
FAU-Net: An Attention U-Net Extension with Feature Pyramid Attention for Prostate Cancer Segmentation0
Panoptic Perception: A Novel Task and Fine-grained Dataset for Universal Remote Sensing Image Interpretation0
FBNet: Feature Balance Network for Urban-Scene Segmentation0
Panoptic-PHNet: Towards Real-Time and High-Precision LiDAR Panoptic Segmentation via Clustering Pseudo Heatmap0
FCB-SwinV2 Transformer for Polyp Segmentation0
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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