SOTAVerified

Image Segmentation

Image Segmentation is a computer vision task that involves dividing an image into multiple segments or regions, each of which corresponds to a different object or part of an object. The goal of image segmentation is to assign a unique label or category to each pixel in the image, so that pixels with similar attributes are grouped together.

Papers

Showing 50015035 of 5035 papers

TitleStatusHype
PL-Net: Progressive Learning Network for Medical Image Segmentation0
PLU-Net: Extraction of multi-scale feature fusion0
PlutoNet: An Efficient Polyp Segmentation Network with Modified Partial Decoder and Decoder Consistency Training0
PMR-Net: Parallel Multi-Resolution Encoder-Decoder Network Framework for Medical Image Segmentation0
Pneumothorax Segmentation: Deep Learning Image Segmentation to predict Pneumothorax0
PNM: Pixel Null Model for General Image Segmentation0
Point Cloud Upsampling as Statistical Shape Model for Pelvic0
Points2Polygons: Context-Based Segmentation from Weak Labels Using Adversarial Networks0
Point-wise Map Recovery and Refinement from Functional Correspondence0
Poisoning the Search Space in Neural Architecture Search0
PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning0
Polarimetric SAR Image Semantic Segmentation with 3D Discrete Wavelet Transform and Markov Random Field0
POPCORN: Progressive Pseudo-labeling with Consistency Regularization and Neighboring0
Portrait Segmentation Using Ensemble of Heterogeneous Deep-Learning Models0
Position-Aware Contrastive Alignment for Referring Image Segmentation0
Possibilistic Fuzzy Local Information C-Means for Sonar Image Segmentation0
Possibilistic Fuzzy Local Information C-Means with Automated Feature Selection for Seafloor Segmentation0
Posthoc Interpretation via Quantization0
Post-Mortem Human Iris Segmentation Analysis with Deep Learning0
Post-Train Adaptive U-Net for Image Segmentation0
PotholeGuard: A Pothole Detection Approach by Point Cloud Semantic Segmentation0
PottsMGNet: A Mathematical Explanation of Encoder-Decoder Based Neural Networks0
Power-Law Graph Cuts0
Power-SLIC: Fast Superpixel Segmentations by Diagrams0
PP-LinkNet: Improving Semantic Segmentation of High Resolution Satellite Imagery with Multi-stage Training0
PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation0
PRAD: Periapical Radiograph Analysis Dataset and Benchmark Model Development0
Predicting the Solar Potential of Rooftops using Image Segmentation and Structured Data0
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation0
Principal component-based image segmentation: a new approach to outline in vitro cell colonies0
Principal Component Clustering for Semantic Segmentation in Synthetic Data Generation0
Prior-based Hierarchical Segmentation Highlighting Structures of Interest0
PriorNet: lesion segmentation in PET-CT including prior tumor appearance information0
Privacy-Preserving SAM Quantization for Efficient Edge Intelligence in Healthcare0
Probabilistic Graphlet Cut: Exploiting Spatial Structure Cue for Weakly Supervised Image Segmentation0
Show:102550
← PrevPage 101 of 101Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SAM2-UNetIoU0.92Unverified
2HetNetIoU0.83Unverified
3PMDIoU0.82Unverified
4SANetIoU0.8Unverified
5MirrorNetIoU0.79Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetIoU0.73Unverified
2HetNetIoU0.69Unverified
3SANetIoU0.67Unverified
4PMDIoU0.66Unverified
5MirrorNetIoU0.59Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetmIoU0.8Unverified
2MAS-SAMmIoU0.79Unverified
3MASNetmIoU0.74Unverified
4ZoomNetmIoU0.74Unverified
#ModelMetricClaimedVerifiedStatus
1HIPIE (ViT-H)mIoUPartS63.8Unverified
2PPSmIoUPartS58.6Unverified
3HIPIE (ResNet-50)mIoUPartS57.2Unverified
4JPPFmIoUPartS54.4Unverified
#ModelMetricClaimedVerifiedStatus
1MAS-SAMmIoU0.74Unverified
2SAM2-UNetmIoU0.74Unverified
3MASNetmIoU0.73Unverified
4ZoomNetmIoU0.73Unverified
#ModelMetricClaimedVerifiedStatus
1OneNete,4-CmIoU63.6Unverified
2OneNete,4-SmAP0.552.75Unverified
3OneNeted,4mIoU14.9Unverified
#ModelMetricClaimedVerifiedStatus
1UNetRDice0.98Unverified
2PALEDDice0.98Unverified
#ModelMetricClaimedVerifiedStatus
1ResAttUNetIoU0.67Unverified
2UNetIoU0.57Unverified
#ModelMetricClaimedVerifiedStatus
1SynCo (ResNet-50) 200epmask AP35.4Unverified
#ModelMetricClaimedVerifiedStatus
1MobileOne-S0GFLOPs0.28Unverified
#ModelMetricClaimedVerifiedStatus
1OneNete,4mIoU6.6Unverified
#ModelMetricClaimedVerifiedStatus
1OneNete,4-CDice Score0.97Unverified