SOTAVerified

Segmentation

Papers

Showing 11811190 of 13072 papers

TitleStatusHype
Learning Dynamic Query Combinations for Transformer-based Object Detection and SegmentationCode1
Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image SegmentationCode1
Flight Contrail Segmentation via Augmented Transfer Learning with Novel SR Loss Function in Hough SpaceCode1
Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic GroupingCode1
Prototype-Driven and Multi-Expert Integrated Multi-Modal MR Brain Tumor Image SegmentationCode1
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image SegmentationCode1
A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer RadiotherapyCode1
Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image SegmentationCode1
Cascaded multitask U-Net using topological loss for vessel segmentation and centerline extractionCode1
Learning to Segment from Noisy Annotations: A Spatial Correction ApproachCode1
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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