SOTAVerified

Segmentation

Papers

Showing 29012910 of 13072 papers

TitleStatusHype
PLN: Parasitic-Like Network for Barely Supervised Medical Image SegmentationCode1
PLOP: Learning without Forgetting for Continual Semantic SegmentationCode1
CAMS: Convolution and Attention-Free Mamba-based Cardiac Image SegmentationCode1
DeepCut: Unsupervised Segmentation using Graph Neural Networks ClusteringCode1
Attention-Based Transformers for Instance Segmentation of Cells in MicrostructuresCode1
PointCAT: Cross-Attention Transformer for point cloudCode1
A Good Foundation is Worth Many Labels: Label-Efficient Panoptic SegmentationCode1
PointFlow: Flowing Semantics Through Points for Aerial Image SegmentationCode1
Pointly-Supervised Instance SegmentationCode1
DINOv2 Rocks Geological Image Analysis: Classification, Segmentation, and InterpretabilityCode1
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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