SOTAVerified

Segmentation

Papers

Showing 19762000 of 13072 papers

TitleStatusHype
BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image SegmentationCode1
Head-Free Lightweight Semantic Segmentation with Linear TransformerCode1
Bird's-Eye-View Panoptic Segmentation Using Monocular Frontal View ImagesCode1
Channel prior convolutional attention for medical image segmentationCode1
Channel-wise Knowledge Distillation for Dense PredictionCode1
Finding an Unsupervised Image Segmenter in Each of Your Deep Generative ModelsCode1
BiSeNet: Bilateral Segmentation Network for Real-time Semantic SegmentationCode1
Hematoxylin and eosin stained oral squamous cell carcinoma histological images datasetCode1
HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology imagesCode1
Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincaré BallCode1
Human Activity Segmentation Challenge @ ECML/PKDD’23Code1
Incremental Learning in Semantic Segmentation from Image LabelsCode1
PLN: Parasitic-Like Network for Barely Supervised Medical Image SegmentationCode1
FinnWoodlands DatasetCode1
Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language ModelsCode1
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