SOTAVerified

Segmentation

Papers

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Showing 401–425 of 13072 papers

TitleStatusHype
A Dataset for Semantic Segmentation in the Presence of Unknowns—0
Assessing Foundation Models for Sea Ice Type Segmentation in Sentinel-1 SAR Imagery—0
SCHNet: SAM Marries CLIP for Human Parsing—0
Comprehensive segmentation of deep grey nuclei from structural MRI dataCode1
Foveated Instance SegmentationCode0
DuckSegmentation: A segmentation model based on the AnYue Hemp Duck Dataset—0
The Devil is in Low-Level Features for Cross-Domain Few-Shot Segmentation—0
AMA-SAM: Adversarial Multi-Domain Alignment of Segment Anything Model for High-Fidelity Histology Nuclei Segmentation—0
Dual-Task Learning for Dead Tree Detection and Segmentation with Hybrid Self-Attention U-Nets in Aerial ImageryCode0
Towards Generating Realistic 3D Semantic Training Data for Autonomous DrivingCode2
MedSegNet10: A Publicly Accessible Network Repository for Split Federated Medical Image Segmentation—0
Modality-Independent Brain Lesion Segmentation with Privacy-aware Continual LearningCode0
Flip Learning: Weakly Supervised Erase to Segment Nodules in Breast Ultrasound—0
Exploring Robustness of Cortical Morphometry in the presence of white matter lesions, using Diffusion Models for Lesion Filling—0
RP-SAM2: Refining Point Prompts for Stable Surgical Instrument SegmentationCode0
Show and Segment: Universal Medical Image Segmentation via In-Context Learning—0
Show or Tell? Effectively prompting Vision-Language Models for semantic segmentation—0
BiPrompt-SAM: Enhancing Image Segmentation via Explicit Selection between Point and Text Prompts—0
COB-GS: Clear Object Boundaries in 3DGS Segmentation Based on Boundary-Adaptive Gaussian SplittingCode2
The Coralscapes Dataset: Semantic Scene Understanding in Coral ReefsCode1
Optimization of MedSAM model based on bounding box adaptive perturbation algorithm—0
GRN+: A Simplified Generative Reinforcement Network for Tissue Layer Analysis in 3D Ultrasound Images for Chronic Low-back Pain—0
InterSliceBoost: Identifying Tissue Layers in Three-dimensional Ultrasound Images for Chronic Lower Back Pain (cLBP) Assessment—0
ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion SegmentationCode1
Your ViT is Secretly an Image Segmentation ModelCode4
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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