SOTAVerified

Segmentation

Papers

Showing 29112920 of 13072 papers

TitleStatusHype
Boundary-aware Transformers for Skin Lesion SegmentationCode1
Devil is in Channels: Contrastive Single Domain Generalization for Medical Image SegmentationCode1
Attention GhostUNet++: Enhanced Segmentation of Adipose Tissue and Liver in CT ImagesCode1
Point-supervised Single-cell Segmentation via Collaborative Knowledge SharingCode1
Deeper or Wider Networks of Point Clouds with Self-attention?Code1
Point-Unet: A Context-aware Point-based Neural Network for Volumetric SegmentationCode1
PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and BeyondCode1
PolarMask: Single Shot Instance Segmentation with Polar RepresentationCode1
Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern AnalysisCode1
DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion SegmentationCode1
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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