SOTAVerified

Segmentation

Papers

Showing 19912000 of 13072 papers

TitleStatusHype
Adaptive Prototype Learning and Allocation for Few-Shot SegmentationCode1
Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare BallCode1
Hard Exudate Segmentation Supplemented by Super-Resolution with Multi-scale Attention Fusion ModuleCode1
BlendMask: Top-Down Meets Bottom-Up for Instance SegmentationCode1
An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image SegmentationCode1
PointCT: Point Central Transformer Network for Weakly-supervised Point Cloud Semantic SegmentationCode1
blob loss: instance imbalance aware loss functions for semantic segmentationCode1
PointFlow: Flowing Semantics Through Points for Aerial Image SegmentationCode1
BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online PoliciesCode1
CGA-Net: Category Guided Aggregation for Point Cloud 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