SOTAVerified

Segmentation

Papers

Showing 49014925 of 13072 papers

TitleStatusHype
Class-Based Styling: Real-time Localized Style Transfer with Semantic SegmentationCode0
Implantable Adaptive Cells: differentiable architecture search to improve the performance of any trained U-shaped networkCode0
Improving existing segmentators performance with zero-shot segmentatorsCode0
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-LabelsCode0
Image2PCI -- A Multitask Learning Framework for Estimating Pavement Condition Indices Directly from ImagesCode0
ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background SegmentationCode0
ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery Segmentation based on Computed Tomography Angiography ImagesCode0
Enhancing the automatic segmentation and analysis of 3D liver vasculature modelsCode0
Enhancing temporal segmentation by nonlocal self-similarityCode0
BYOCL: Build Your Own Consistent Latent with Hierarchical Representative Latent ClusteringCode0
BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentationCode0
Image Compression with Encoder-Decoder Matched Semantic SegmentationCode0
ICNet for Real-Time Semantic Segmentation on High-Resolution ImagesCode0
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image SegmentationCode0
Hyperspectral Dataset and Deep Learning methods for Waste from Electric and Electronic Equipment Identification (WEEE)Code0
IAM: Enhancing RGB-D Instance Segmentation with New BenchmarksCode0
Enhancing Retinal Vascular Structure Segmentation in Images With a Novel Design Two-Path Interactive Fusion Module ModelCode0
Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous LabelsCode0
Illuminating Pedestrians via Simultaneous Detection & SegmentationCode0
Image Forgery Localization Based on Multi-Scale Convolutional Neural NetworksCode0
Enhancing pretraining efficiency for medical image segmentation via transferability metricsCode0
Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence MatchingCode0
Meta-Learned Modality-Weighted Knowledge Distillation for Robust Multi-Modal Learning with Missing DataCode0
Annotating Object Instances with a Polygon-RNNCode0
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower ExtremitiesCode0
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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