SOTAVerified

Segmentation

Papers

Showing 15011510 of 13072 papers

TitleStatusHype
Applications of Deep Learning in Fundus Images: A ReviewCode1
Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-Center DatasetCode1
Automated segmentation and morphological characterization of placental histology images based on a single labeled imageCode1
Crack Segmentation for Low-Resolution Images using Joint Learning with Super-ResolutionCode1
Fully automatic computer-aided mass detection and segmentation via pseudo-color mammograms and Mask R-CNNCode1
CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic SegmentationCode1
Fully Convolutional Networks for Semantic SegmentationCode1
Fully Convolutional Open Set SegmentationCode1
FuseNet: Self-Supervised Dual-Path Network for Medical Image SegmentationCode1
CP2: Copy-Paste Contrastive Pretraining for Semantic 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