SOTAVerified

Segmentation

Papers

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Showing 901–925 of 13072 papers

TitleStatusHype
MitraClip Device Automated Localization in 3D Transesophageal Echocardiography via Deep Learning—0
Stitch Contrast and Segment_Learning a Human Action Segmentation Model Using Trimmed Skeleton Videos—0
GIRAFE: Glottal Imaging Dataset for Advanced Segmentation, Analysis, and Facilitative Playbacks EvaluationCode0
Spike2Former: Efficient Spiking Transformer for High-performance Image SegmentationCode1
Head and Neck Tumor Segmentation of MRI from Pre- and Mid-radiotherapy with Pre-training, Data Augmentation and Dual Flow UNetCode0
Pitfalls of topology-aware image segmentation—0
MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance—0
Language-guided Medical Image Segmentation with Target-informed Multi-level Contrastive Alignments—0
InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language ModelsCode2
Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image SegmentationCode2
Incorporating Feature Pyramid Tokenization and Open Vocabulary Semantic Segmentation—0
In-context learning for medical image segmentation—0
Structural Pruning via Spatial-aware Information Redundancy for Semantic SegmentationCode0
Open-World Panoptic Segmentation—0
ZoRI: Towards Discriminative Zero-Shot Remote Sensing Instance SegmentationCode1
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
S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical ImagingCode0
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
SAMIC: Segment Anything with In-Context Spatial Prompt Engineering—0
HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation—0
MaskCLIP++: A Mask-Based CLIP Fine-tuning Framework for Open-Vocabulary Image SegmentationCode1
Classification Drives Geographic Bias in Street Scene Segmentation—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