SOTAVerified

Segmentation

Papers

Showing 981990 of 13072 papers

TitleStatusHype
Progressive Vision-Language Prompt for Multi-Organ Multi-Class Cell Semantic Segmentation with Single Branch0
Domain-Agnostic Stroke Lesion Segmentation Using Physics-Constrained Synthetic DataCode0
Multi-scale and Multi-path Cascaded Convolutional Network for Semantic Segmentation of Colorectal Polyps0
SJTU:Spatial judgments in multimodal models towards unified segmentation through coordinate detectionCode0
Topology-Preserving Image Segmentation with Spatial-Aware Persistent Feature Matching0
RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression SegmentationCode1
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image SegmentationCode0
AH-OCDA: Amplitude-based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation0
U-Net in Medical Image Segmentation: A Review of Its Applications Across Modalities0
TACO: Training-free Sound Prompted Segmentation via Semantically Constrained Audio-visual CO-factorization0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified