SOTAVerified

Segmentation

Papers

Showing 73017350 of 13072 papers

TitleStatusHype
A Survey on Label-efficient Deep Image Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction0
CAM/CAD Point Cloud Part Segmentation via Few-Shot Learning0
Efficient Lung Cancer Image Classification and Segmentation Algorithm Based on Improved Swin Transformer0
Trichomonas Vaginalis Segmentation in Microscope ImagesCode0
Turning to a Teacher for Timestamp Supervised Temporal Action Segmentation0
Unsupervised Symbolic Music Segmentation using Ensemble Temporal Prediction Errors0
Beyond Characters: Subword-level Morpheme Segmentation0
Online Reflective Learning for Robust Medical Image Segmentation0
Learning to segment prostate cancer by aggressiveness from scribbles in bi-parametric MRI0
Learning to segment from object sizes0
Word-level Morpheme segmentation using Transformer neural network0
SIGMORPHON 2022 Shared Task on Morpheme Segmentation Submission Description: Sequence Labelling for Word-Level Morpheme Segmentation0
SD-LayerNet: Semi-supervised retinal layer segmentation in OCT using disentangled representation with anatomical priorsCode0
CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection GenerationCode0
InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance SegmentationCode0
Implicit U-Net for volumetric medical image segmentation0
UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration0
Timestamp-Supervised Action Segmentation with Graph Convolutional Networks0
Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary0
Placenta Segmentation in Ultrasound Imaging: Addressing Sources of Uncertainty and Limited Field-of-ViewCode0
GAN-based Super-Resolution and Segmentation of Retinal Layers in Optical coherence tomography Scans0
Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation0
Multi-scale Network with Attentional Multi-resolution Fusion for Point Cloud Semantic Segmentation0
Distributional Gaussian Processes Layers for Out-of-Distribution Detection0
PST: Plant segmentation transformer for 3D point clouds of rapeseed plants at the podding stage0
MaskRange: A Mask-classification Model for Range-view based LiDAR Segmentation0
Segmentation-free PVC for Cardiac SPECT using a Densely-connected Multi-dimensional Dynamic Network0
The Second Place Solution for The 4th Large-scale Video Object Segmentation Challenge--Track 3: Referring Video Object Segmentation0
LidarMultiNet: Unifying LiDAR Semantic Segmentation, 3D Object Detection, and Panoptic Segmentation in a Single Multi-task Network0
Superadditivity and Convex Optimization for Globally Optimal Cell Segmentation using Deformable Shape ModelsCode0
DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon0
Automated GI tract segmentation using deep learningCode0
Parallel Pre-trained Transformers (PPT) for Synthetic Data-based Instance Segmentation0
CNN-based fully automatic wrist cartilage volume quantification in MR Image0
Efficient fine-grained road segmentation using superpixel-based CNN and CRF models0
Semantics-Depth-Symbiosis: Deeply Coupled Semi-Supervised Learning of Semantics and Depth0
LDD: A Dataset for Grape Diseases Object Detection and Instance Segmentation0
Rethinking Unsupervised Neural Superpixel Segmentation0
Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency0
Broken News: Making Newspapers Accessible to Print-Impaired0
Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation0
Distortion-Aware Network Pruning and Feature Reuse for Real-time Video Segmentation0
Semantic Labeling of High Resolution Images Using EfficientUNets and Transformers0
CS^2: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human InterventionCode0
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic SegmentationCode0
5th Place Solution for YouTube-VOS Challenge 2022: Video Object Segmentation0
Deep Compatible Learning for Partially-Supervised Medical Image Segmentation0
Free-form Lesion Synthesis Using a Partial Convolution Generative Adversarial Network for Enhanced Deep Learning Liver Tumor Segmentation0
DU-Net based Unsupervised Contrastive Learning for Cancer Segmentation in Histology Images0
The Importance of Background Information for Out of Distribution Generalization0
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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