SOTAVerified

Segmentation

Papers

Showing 961970 of 13072 papers

TitleStatusHype
ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-PromptingCode1
Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised AdaptationCode1
Foundation Model Assisted Weakly Supervised Semantic SegmentationCode1
Panoptica -- instance-wise evaluation of 3D semantic and instance segmentation mapsCode1
PartSLIP++: Enhancing Low-Shot 3D Part Segmentation via Multi-View Instance Segmentation and Maximum Likelihood EstimationCode1
Choroidalyzer: An open-source, end-to-end pipeline for choroidal analysis in optical coherence tomographyCode1
Strong but simple: A Baseline for Domain Generalized Dense Perception by CLIP-based Transfer LearningCode1
SCLIP: Rethinking Self-Attention for Dense Vision-Language InferenceCode1
Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retinal OCT Images with Full and Sparse AnnotationsCode1
Geometrically-driven Aggregation for Zero-shot 3D Point Cloud UnderstandingCode1
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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