SOTAVerified

Segmentation

Papers

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Showing 6301–6350 of 13072 papers

TitleStatusHype
Mapping Temporary Slums from Satellite Imagery using a Semi-Supervised Approach—0
Segmenting across places: The need for fair transfer learning with satellite imagery—0
Does Robustness on ImageNet Transfer to Downstream Tasks?—0
Feature-enhanced Adversarial Semi-supervised Semantic Segmentation Network for Pulmonary Embolism Annotation—0
MC-UNet Multi-module Concatenation based on U-shape Network for Retinal Blood Vessels SegmentationCode0
Task-Aware Active Learning for Endoscopic Image AnalysisCode0
Pin the Memory: Learning to Generalize Semantic SegmentationCode1
Convolutional Neural Network for Early Pulmonary Embolism Detection via Computed Tomography Pulmonary Angiography—0
Learning Local and Global Temporal Contexts for Video Semantic SegmentationCode1
Efficient Multiscale Object-based Superpixel FrameworkCode1
SMDT: Cross-View Geo-Localization with Image Alignment and TransformerCode0
Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN—0
EfficientCellSeg: Efficient Volumetric Cell Segmentation Using Context Aware PseudocoloringCode0
The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models—0
Modeling Motion with Multi-Modal Features for Text-Based Video SegmentationCode1
PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model—0
Super-resolved multi-temporal segmentation with deep permutation-invariant networks—0
FocalClick: Towards Practical Interactive Image SegmentationCode2
CCAT-NET: A Novel Transformer Based Semi-supervised Framework for Covid-19 Lung Lesion Segmentation—0
End-to-End Instance Edge Detection—0
MTANet: Multitask-Aware Network With Hierarchical Multimodal Fusion for RGB-T Urban Scene Understanding—0
Birds of A Feather Flock Together: Category-Divergence Guidance for Domain Adaptive Segmentation—0
Towards On-Board Panoptic Segmentation of Multispectral Satellite Images—0
Region Rebalance for Long-Tailed Semantic SegmentationCode2
Semi-supervised Semantic Segmentation with Error Localization NetworkCode1
A deep learning framework for the detection and quantification of drusen and reticular pseudodrusen on optical coherence tomography—0
Revisiting Near/Remote Sensing with Geospatial Attention—0
DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic SegmentationCode1
Technical Report on Subspace Pyramid Fusion Network for Semantic SegmentationCode0
FIFO: Learning Fog-invariant Features for Foggy Scene SegmentationCode1
A Novel Mask R-CNN Model to Segment Heterogeneous Brain Tumors through Image Subtraction—0
Exemplar Learning for Medical Image Segmentation—0
Adversarially robust segmentation models learn perceptually-aligned gradients—0
Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic SegmentationCode1
Semantic-Aware Domain Generalized SegmentationCode1
Ship Segmentation and Georeferencing from Static Oblique View Images—0
FRNet: Factorized and Regular Blocks Network for Semantic Segmentation in Road SceneCode0
UNetFormer: A Unified Vision Transformer Model and Pre-Training Framework for 3D Medical Image SegmentationCode3
Online panoptic 3D reconstruction as a Linear Assignment ProblemCode1
ObjectMix: Data Augmentation by Copy-Pasting Objects in Videos for Action Recognition—0
GrowliFlower: An image time series dataset for GROWth analysis of cauLIFLOWER—0
Human Instance Segmentation and Tracking via Data Association and Single-stage Detector—0
Tooth Instance Segmentation on Panoramic Dental Radiographs Using U-Nets and Morphological ProcessingCode1
ReSTR: Convolution-free Referring Image Segmentation Using Transformers—0
COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training—0
On the Road to Online Adaptation for Semantic Image SegmentationCode1
L^3U-net: Low-Latency Lightweight U-net Based Image Segmentation Model for Parallel CNN Processors—0
Self-Supervised Leaf Segmentation under Complex Lighting ConditionsCode1
Integrative Few-Shot Learning for Classification and SegmentationCode1
mc-BEiT: Multi-choice Discretization for Image BERT Pre-trainingCode1
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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