SOTAVerified

Segmentation

Papers

Showing 44114420 of 13072 papers

TitleStatusHype
Comprehensive Evaluation of OCT-based Automated Segmentation of Retinal Layer, Fluid and Hyper-Reflective Foci: Impact on Diabetic Retinopathy Severity Assessment0
A Large-scale Evaluation of Pretraining Paradigms for the Detection of Defects in Electroluminescence Solar Cell Images0
3D-QueryIS: A Query-based Framework for 3D Instance Segmentation0
From Registration Uncertainty to Segmentation Uncertainty0
From Segmentation to Analyses: a Probabilistic Model for Unsupervised Morphology Induction0
Frustratingly Simple but Effective Zero-shot Detection and Segmentation: Analysis and a Strong Baseline0
D^3CTTA: Domain-Dependent Decorrelation for Continual Test-Time Adaption of 3D LiDAR Segmentation0
D2SL: Decouple Defogging and Semantic Learning for Foggy Domain-Adaptive Segmentation0
Automated Resolution Selection for Image Segmentation0
D2-MLP: Dynamic Decomposed MLP Mixer for Medical Image Segmentation0
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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