SOTAVerified

Segmentation

Papers

Showing 11111120 of 13072 papers

TitleStatusHype
Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-LearningCode1
Coarse-to-Fine Amodal Segmentation with Shape PriorCode1
CircleFormer: Circular Nuclei Detection in Whole Slide Images with Circle Queries and AttentionCode1
Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRICode1
Learning to Upsample by Learning to SampleCode1
Shatter and Gather: Learning Referring Image Segmentation with Text SupervisionCode1
Referring Image Segmentation Using Text SupervisionCode1
1st Place Solution for the 5th LSVOS Challenge: Video Instance SegmentationCode1
Semi-Supervised Learning for Visual Bird's Eye View Semantic SegmentationCode1
SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image 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