SOTAVerified

Segmentation

Papers

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Showing 2201–2250 of 13072 papers

TitleStatusHype
Accelerating Video Object Segmentation with Compressed VideoCode1
Crack Segmentation for Low-Resolution Images using Joint Learning with Super-ResolutionCode1
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic SegmentationCode1
Personalized Image Semantic SegmentationCode1
Domain Adaptive Video Segmentation via Temporal Consistency RegularizationCode1
Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene SegmentationCode1
Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline InvestigationCode1
CycleMLP: A MLP-like Architecture for Dense PredictionCode1
Modality-aware Mutual Learning for Multi-modal Medical Image SegmentationCode1
Superpixel-guided Iterative Learning from Noisy Labels for Medical Image SegmentationCode1
Improving Mask R-CNN for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological ImagesCode1
LeViT-UNet: Make Faster Encoders with Transformer for Medical Image SegmentationCode1
Adversarial Continual Learning for Multi-Domain Hippocampal SegmentationCode1
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention NetworksCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
Deep Learning based Food Instance Segmentation using Synthetic DataCode1
End-to-end Trainable Deep Neural Network for Robotic Grasp Detection and Semantic Segmentation from RGBCode1
Anatomy-Constrained Contrastive Learning for Synthetic Segmentation without Ground-truthCode1
TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image SegmentationCode1
A Spatial Guided Self-supervised Clustering Network for Medical Image SegmentationCode1
Few-Shot Domain Adaptation with Polymorphic TransformersCode1
BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA ImagesCode1
U-Net with Hierarchical Bottleneck Attention for Landmark Detection in Fundus Images of the Degenerated RetinaCode1
Multi-Modality Task Cascade for 3D Object DetectionCode1
UACANet: Uncertainty Augmented Context Attention for Polyp SegmentationCode1
What Helps Transformers Recognize Conversational Structure? Importance of Context, Punctuation, and Labels in Dialog Act RecognitionCode1
On Model Calibration for Long-Tailed Object Detection and Instance SegmentationCode1
VinDr-RibCXR: A Benchmark Dataset for Automatic Segmentation and Labeling of Individual Ribs on Chest X-raysCode1
Cooperative Training and Latent Space Data Augmentation for Robust Medical Image SegmentationCode1
A Survey on Deep Learning Technique for Video SegmentationCode1
Polarized Self-Attention: Towards High-quality Pixel-wise RegressionCode1
MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View UnderstandingCode1
DivergentNets: Medical Image Segmentation by Network EnsembleCode1
Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image SegmentationCode1
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic SegmentationCode1
K-Net: Towards Unified Image SegmentationCode1
BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image SegmentationCode1
Semantics-aware Multi-modal Domain Translation:From LiDAR Point Clouds to Panoramic Color ImagesCode1
Unsupervised Topic Segmentation of Meetings with BERT EmbeddingsCode1
Real-time Instance Segmentation with Discriminative Orientation MapsCode1
Probabilistic Attention for Interactive SegmentationCode1
FusionPainting: Multimodal Fusion with Adaptive Attention for 3D Object DetectionCode1
Tracking Instances as QueriesCode1
Prototypical Cross-Attention Networks for Multiple Object Tracking and SegmentationCode1
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental LearningCode1
Encoder-Decoder Architectures for Clinically Relevant Coronary Artery SegmentationCode1
Quality-Aware Memory Network for Interactive Volumetric Image SegmentationCode1
Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic SegmentationCode1
Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement ModelingCode1
clDice - A Novel Topology-Preserving Loss Function for Tubular Structure SegmentationCode1
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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