SOTAVerified

Segmentation

Papers

Showing 26512675 of 13072 papers

TitleStatusHype
A Spatial Guided Self-supervised Clustering Network for Medical Image SegmentationCode1
Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic SegmentationCode1
PointSSC: A Cooperative Vehicle-Infrastructure Point Cloud Benchmark for Semantic Scene CompletionCode1
Point-supervised Single-cell Segmentation via Collaborative Knowledge SharingCode1
Leveraging Labeling Representations in Uncertainty-based Semi-supervised SegmentationCode1
Leveraging SAM for Single-Source Domain Generalization in Medical Image SegmentationCode1
EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention FusionCode1
Evidential fully convolutional network for semantic segmentationCode1
ESKNet-An enhanced adaptive selection kernel convolution for breast tumors segmentationCode1
Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patientsCode1
Polygonal Building Extraction by Frame Field LearningCode1
Polygonal Building Segmentation by Frame Field LearningCode1
ASPS: Augmented Segment Anything Model for Polyp SegmentationCode1
PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic SegmentationCode1
ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion SegmentationCode1
ESS: Learning Event-based Semantic Segmentation from Still ImagesCode1
Bounding Box-Guided Diffusion for Synthesizing Industrial Images and Segmentation MapCode1
PolyTrack: Tracking with Bounding PolygonsCode1
Positional Contrastive Learning for Volumetric Medical Image SegmentationCode1
Position-Guided Point Cloud Panoptic Segmentation TransformerCode1
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic SegmentationCode1
Event-Based Motion Segmentation by Motion CompensationCode1
Comparing Hysteresis Comparator and RMS Threshold Methods for Automatic Single Cough SegmentationsCode1
PP-SAM: Perturbed Prompts for Robust Adaptation of Segment Anything Model for Polyp SegmentationCode1
Lesion-aware Dynamic Kernel for Polyp 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