SOTAVerified

Segmentation

Papers

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Showing 4126–4150 of 13072 papers

TitleStatusHype
Segment as You Wish -- Free-Form Language-Based Segmentation for Medical ImagesCode0
SinkSAM: A Monocular Depth-Guided SAM Framework for Automatic Sinkhole SegmentationCode0
Analyzing Byte-Pair Encoding on Monophonic and Polyphonic Symbolic Music: A Focus on Musical Phrase SegmentationCode0
Deep learning assisted high resolution microscopy image processing for phase segmentation in functional composite materials—0
Frequency-Based Federated Domain Generalization for Polyp SegmentationCode0
SurgPointTransformer: Vertebrae Shape Completion with RGB-D Data—0
Formula-Driven Data Augmentation and Partial Retinal Layer Copying for Retinal Layer Segmentation—0
SegHeD: Segmentation of Heterogeneous Data for Multiple Sclerosis Lesions with Anatomical Constraints—0
Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic ModelCode0
Deep Multimodal Fusion for Semantic Segmentation of Remote Sensing Earth Observation Data—0
Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation—0
Semantic Segmentation of Unmanned Aerial Vehicle Remote Sensing Images using SegFormer—0
Leveraging CAM Algorithms for Explaining Medical Semantic SegmentationCode0
KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation—0
Class-Agnostic Visio-Temporal Scene Sketch Semantic Segmentation—0
Open-Source Periorbital Segmentation Dataset for Ophthalmic ApplicationsCode0
Black-Box Segmentation of Electronic Medical Records—0
Dual-Attention Frequency Fusion at Multi-Scale for Joint Segmentation and Deformable Medical Image Registration—0
Efficient Semantic Diffusion Architectures for Model Training on Synthetic EchocardiogramsCode0
How Effective is Pre-training of Large Masked Autoencoders for Downstream Earth Observation Tasks?—0
Search3D: Hierarchical Open-Vocabulary 3D Segmentation—0
Semi-Supervised Bone Marrow Lesion Detection from Knee MRI Segmentation Using Mask Inpainting Models—0
State-of-the-Art Periorbital Distance Prediction and Disease Classification Using Periorbital FeaturesCode0
DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning—0
Amodal Instance Segmentation with Diffusion Shape Prior Estimation—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

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