SOTAVerified

Segmentation

Papers

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Showing 3076–3100 of 13072 papers

TitleStatusHype
A Lightweight Clustering Framework for Unsupervised Semantic Segmentation—0
Learning Part Segmentation from Synthetic Animals—0
A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future TrendsCode0
Accurate Segmentation of Optic Disc And Cup from Multiple Pseudo-labels by Noise-aware LearningCode0
Semi-supervised Semantic Segmentation via Boosting Uncertainty on Unlabeled Data—0
A Simple Video Segmenter by Tracking Objects Along Axial TrajectoriesCode1
Adaptive Smooth Activation for Improved Disease Diagnosis and Organ Segmentation from Radiology Scans—0
Guided Prompting in SAM for Weakly Supervised Cell Segmentation in Histopathological ImagesCode0
Filtered Semi-Markov CRFCode1
Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object SegmentationCode1
U-Net v2: Rethinking the Skip Connections of U-Net for Medical Image SegmentationCode6
Continual Learning for Image Segmentation with Dynamic QueryCode1
CLiSA: A Hierarchical Hybrid Transformer Model using Orthogonal Cross Attention for Satellite Image Cloud Segmentation—0
A publicly available vessel segmentation algorithm for SLO images—0
Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic SegmentationCode0
VINNA for Neonates -- Orientation Independence through Latent AugmentationsCode0
SAMPro3D: Locating SAM Prompts in 3D for Zero-Shot Scene SegmentationCode1
DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion SegmentationCode1
Parameter Efficient Fine-tuning via Cross Block Orchestration for Segment Anything Model—0
I-MedSAM: Implicit Medical Image Segmentation with Segment AnythingCode1
ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic SegmentationCode0
Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language ModelsCode1
Image segmentation with traveling waves in an exactly solvable recurrent neural network—0
Panoptic Video Scene Graph GenerationCode1
LLaFS: When Large Language Models Meet Few-Shot Segmentation—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