SOTAVerified

Segmentation

Papers

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Showing 3051–3100 of 13072 papers

TitleStatusHype
PixelLM: Pixel Reasoning with Large Multimodal ModelCode2
UniGS: Unified Representation for Image Generation and SegmentationCode3
Aligning and Prompting Everything All at Once for Universal Visual PerceptionCode2
Strong but simple: A Baseline for Domain Generalized Dense Perception by CLIP-based Transfer LearningCode1
ResEnsemble-DDPM: Residual Denoising Diffusion Probabilistic Models for Ensemble Learning—0
MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentationCode1
SRSNetwork: Siamese Reconstruction-Segmentation Networks based on Dynamic-Parameter ConvolutionCode0
Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retinal OCT Images with Full and Sparse AnnotationsCode1
Instance-guided Cartoon Editing with a Large-scale Dataset—0
TranSegPGD: Improving Transferability of Adversarial Examples on Semantic Segmentation—0
Towards an accurate and generalizable multiple sclerosis lesion segmentation model using self-ensembled lesion fusion—0
A Review and A Robust Framework of Data-Efficient 3D Scene Parsing with Traditional/Learned 3D Descriptors—0
SANeRF-HQ: Segment Anything for NeRF in High Quality—0
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-trainingCode0
Has Anything Changed? 3D Change Detection by 2D Segmentation Masks—0
Motion Informed Needle Segmentation in Ultrasound Images—0
Segment Any 3D Gaussians—0
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive TransformersCode1
Segment Anything Model-guided Collaborative Learning Network for Scribble-supervised Polyp Segmentation—0
A Recent Survey of Vision Transformers for Medical Image Segmentation—0
3D Face Reconstruction with the Geometric Guidance of Facial Part SegmentationCode2
CellMixer: Annotation-free Semantic Cell Segmentation of Heterogeneous Cell Populations—0
Efficient Multimodal Semantic Segmentation via Dual-Prompt LearningCode1
Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation—0
Quantification of cardiac capillarization in single-immunostained myocardial slices using weakly supervised instance segmentation—0
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