SOTAVerified

Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 11951–11975 of 13072 papers

TitleStatusHype
Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy ImagesCode0
ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic SegmentationCode0
Generative Denoise Distillation: Simple Stochastic Noises Induce Efficient Knowledge Transfer for Dense PredictionCode0
Continual Segmentation with Disentangled Objectness Learning and Class RecognitionCode0
End-to-end video instance segmentation via spatial-temporal graph neural networksCode0
Continual learning for surface defect segmentation by subnetwork creation and selectionCode0
End to End Trainable Active Contours via Differentiable RenderingCode0
End-to-End Learned Random Walker for Seeded Image SegmentationCode0
Generator evaluator-selector net for panoptic image segmentation and splitting unfamiliar objects into partsCode0
Contextual-Relation Consistent Domain Adaptation for Semantic SegmentationCode0
Audio Visual Segmentation Through Text EmbeddingsCode0
End-to-End Instance Segmentation with Recurrent AttentionCode0
AdaptIS: Adaptive Instance Selection NetworkCode0
End-to-end detection-segmentation network with ROI convolutionCode0
Nuclei Grading of Clear Cell Renal Cell Carcinoma in Histopathological Image by Composite High-Resolution NetworkCode0
AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-NetCode0
Contextual Embedding Learning to Enhance 2D Networks for Volumetric Image SegmentationCode0
Context Contrasted Feature and Gated Multi-Scale Aggregation for Scene SegmentationCode0
Empowering Segmentation Ability to Multi-modal Large Language ModelsCode0
M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient SupervisionCode0
ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentationCode0
MGNiceNet: Unified Monocular Geometric Scene UnderstandingCode0
On the Usage of the Trifocal Tensor in Motion SegmentationCode0
A Fixed-Point Model for Pancreas Segmentation in Abdominal CT ScansCode0
Learning Aerial Image Segmentation from Online MapsCode0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified