SOTAVerified

Segmentation

Papers

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Showing 6851–6900 of 13072 papers

TitleStatusHype
4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding—0
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey—0
Diffusion Models for Implicit Image Segmentation EnsemblesCode1
Label-Efficient Semantic Segmentation with Diffusion ModelsCode1
Semantic Segmentation In-the-Wild Without Seeing Any Segmentation Examples—0
PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic SegmentationCode1
End-to-End Segmentation via Patch-wise Polygons Prediction—0
Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation—0
Echocardiography Segmentation with Enforced Temporal ConsistencyCode1
View-Consistent Metal Segmentation in the Projection Domain for Metal Artifact Reduction in CBCT -- An Investigation of Potential Improvement—0
MT-TransUNet: Mediating Multi-Task Tokens in Transformers for Skin Lesion Segmentation and ClassificationCode1
Novel Class Discovery in Semantic SegmentationCode1
Incremental Learning in Semantic Segmentation from Image LabelsCode1
MSP : Refine Boundary Segmentation via Multiscale Superpixel—0
TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic SegmentationCode1
Extract Free Dense Labels from CLIPCode1
Deep Learning-Based Carotid Artery Vessel Wall Segmentation in Black-Blood MRI Using Anatomical Priors—0
SCNet: A Generalized Attention-based Model for Crack Fault Segmentation—0
PartImageNet: A Large, High-Quality Dataset of PartsCode1
"Just Drive": Colour Bias Mitigation for Semantic Segmentation in the Context of Urban DrivingCode0
Iterative Contrast-Classify For Semi-supervised Temporal Action SegmentationCode1
Putting 3D Spatially Sparse Networks on a Diet—0
GANSeg: Learning to Segment by Unsupervised Hierarchical Image GenerationCode1
The Second Place Solution for ICCV2021 VIPriors Instance Segmentation Challenge—0
Masked-attention Mask Transformer for Universal Image SegmentationCode2
Automatic segmentation of the femur and tibia bones from X-ray images based on pure dilated residual U-NetCode0
Contrastive Instance Association for 4D Panoptic Segmentation using Sequences of 3D LiDAR ScansCode0
Group-Wise Learning for Weakly Supervised Semantic SegmentationCode1
Automatic tumour segmentation in H&E-stained whole-slide images of the pancreas—0
Reference-guided Pseudo-Label Generation for Medical Semantic Segmentation—0
Interpretable Deep Learning-Based Forensic Iris Segmentation and RecognitionCode0
Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation AdaptationCode1
SegDiff: Image Segmentation with Diffusion Probabilistic ModelsCode1
Coupled Segmentation and Edge Learning via Dynamic Graph Propagation—0
Looking Beyond Single Images for Contrastive Semantic Segmentation Learning—0
PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite ImagesCode1
Voint Cloud: Multi-View Point Cloud Representation for 3D UnderstandingCode1
The MIS Check-Dam Dataset for Object Detection and Instance Segmentation Tasks—0
CRIS: CLIP-Driven Referring Image SegmentationCode1
Zero-Shot Semantic Segmentation via Spatial and Multi-Scale Aware Visual Class Embedding—0
Improving the Segmentation of Pediatric Low-Grade Gliomas through Multitask Learning—0
Attention-based Feature Decomposition-Reconstruction Network for Scene Text Detection—0
Hyperspectral Image Segmentation based on Graph Processing over Multilayer Networks—0
High Quality Segmentation for Ultra High-resolution Images—0
Anomaly-Aware Semantic Segmentation by Leveraging Synthetic-Unknown Data—0
3D Compositional Zero-shot Learning with DeCompositional Consensus—0
Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image AnalysisCode1
End-to-End Referring Video Object Segmentation with Multimodal TransformersCode1
Learning To Segment Dominant Object Motion From Watching Videos—0
Document Layout Analysis with Aesthetic-Guided Image Augmentation—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