SOTAVerified

Segmentation

Papers

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Showing 3801–3825 of 13072 papers

TitleStatusHype
Stitch Contrast and Segment_Learning a Human Action Segmentation Model Using Trimmed Skeleton Videos—0
Pitfalls of topology-aware image segmentation—0
Maximising Histopathology Segmentation using Minimal Labels via Self-SupervisionCode0
Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-supervised Medical Image SegmentationCode0
Language-guided Medical Image Segmentation with Target-informed Multi-level Contrastive Alignments—0
Incorporating Feature Pyramid Tokenization and Open Vocabulary Semantic Segmentation—0
Open-World Panoptic Segmentation—0
Efficient Event-based Semantic Segmentation with Spike-driven Lightweight Transformer-based Networks—0
Automatic Left Ventricular Cavity Segmentation via Deep Spatial Sequential Network in 4D Computed Tomography Studies—0
SEG-SAM: Semantic-Guided SAM for Unified Medical Image Segmentation—0
In-context learning for medical image segmentation—0
S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical ImagingCode0
Structural Pruning via Spatial-aware Information Redundancy for Semantic SegmentationCode0
Adapting Segment Anything Model (SAM) to Experimental Datasets via Fine-Tuning on GAN-based Simulation: A Case Study in Additive ManufacturingCode0
Ensemble Learning and 3D Pix2Pix for Comprehensive Brain Tumor Analysis in Multimodal MRI—0
HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation—0
SAMIC: Segment Anything with In-Context Spatial Prompt Engineering—0
SAM-IF: Leveraging SAM for Incremental Few-Shot Instance Segmentation—0
Classification Drives Geographic Bias in Street Scene Segmentation—0
Hyper-Fusion Network for Semi-Automatic Segmentation of Skin Lesions—0
SegHeD+: Segmentation of Heterogeneous Data for Multiple Sclerosis Lesions with Anatomical Constraints and Lesion-aware Augmentation—0
SuperGSeg: Open-Vocabulary 3D Segmentation with Structured Super-Gaussians—0
Ultra-High Resolution Segmentation via Boundary-Enhanced Patch-Merging Transformer—0
SPT: Sequence Prompt Transformer for Interactive Image Segmentation—0
QSM-RimDS: A detection and segmentation tool for paramagnetic rim lesions in multiple sclerosis—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