SOTAVerified

Segmentation

Papers

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Showing 2201–2250 of 13072 papers

TitleStatusHype
Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 ChallengesCode1
DLA-Net: Learning Dual Local Attention Features for Semantic Segmentation of Large-Scale Building Facade Point CloudsCode1
docExtractor: An off-the-shelf historical document element extractionCode1
DocSegTr: An Instance-Level End-to-End Document Image Segmentation TransformerCode1
DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic SegmentationCode1
DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasetsCode1
Deep learning in magnetic resonance prostate segmentation: A review and a new perspectiveCode1
CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal InterventionCode1
Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With SupervoxelsCode1
Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image SegmentationCode1
DOMINO: Domain-aware Model Calibration in Medical Image SegmentationCode1
DoNet: Deep De-overlapping Network for Cytology Instance SegmentationCode1
Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel DescriptorsCode1
Causality-inspired Single-source Domain Generalization for Medical Image SegmentationCode1
CauSSL: Causality-inspired Semi-supervised Learning for Medical Image SegmentationCode1
Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation?Code1
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal DistillationCode1
DropLoss for Long-Tail Instance SegmentationCode1
Camouflaged Object Segmentation with Distraction MiningCode1
Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor SceneCode1
DR-VNet: Retinal Vessel Segmentation via Dense Residual UNetCode1
Event-Free Moving Object Segmentation from Moving Ego VehicleCode1
ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing ImagesCode1
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image SegmentationCode1
CANet: Context Aware Network for 3D Brain Glioma SegmentationCode1
Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud SegmentationCode1
CateNorm: Categorical Normalization for Robust Medical Image SegmentationCode1
Dual Path Learning for Domain Adaptation of Semantic SegmentationCode1
CBNet: A Plug-and-Play Network for Segmentation-Based Scene Text DetectionCode1
Dual Super-Resolution Learning for Semantic SegmentationCode1
Deep Learning for Musical Form: Recognition and AnalysisCode1
Can SAM Segment Anything? When SAM Meets Camouflaged Object DetectionCode1
Can SAM Segment Polyps?Code1
CC-Net: Image Complexity Guided Network Compression for Biomedical Image SegmentationCode1
DynaMask: Dynamic Mask Selection for Instance SegmentationCode1
Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic SegmentationCode1
Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2Code1
Dynamic Programming Encoding for Subword Segmentation in Neural Machine TranslationCode1
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?Code1
Deep Learning based Food Instance Segmentation using Synthetic DataCode1
Deep Learning-Based Concurrent Brain Registration and Tumor SegmentationCode1
Center Focusing Network for Real-Time LiDAR Panoptic SegmentationCode1
DeepMAO: Deep Multi-scale Aware Overcomplete Network for Building Segmentation in Satellite ImageryCode1
ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic SegmentationCode1
Capturing Omni-Range Context for Omnidirectional SegmentationCode1
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical ObjectsCode1
Deep Instruction Tuning for Segment Anything ModelCode1
Edge-competing Pathological Liver Vessel Segmentation with Limited LabelsCode1
A Novel Decomposed Feature-Oriented Framework for Open-Set Semantic Segmentation on LiDAR DataCode1
Brain tumor segmentation using synthetic MR images -- A comparison of GANs and diffusion modelsCode1
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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