SOTAVerified

Segmentation

Papers

Showing 12011225 of 13072 papers

TitleStatusHype
TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei SegmentationCode1
HRHD-HK: A benchmark dataset of high-rise and high-density urban scenes for 3D semantic segmentation of photogrammetric point cloudsCode1
Dual-level Interaction for Domain Adaptive Semantic SegmentationCode1
Frequency Domain Adversarial Training for Robust Volumetric Medical SegmentationCode1
Achelous: A Fast Unified Water-surface Panoptic Perception Framework based on Fusion of Monocular Camera and 4D mmWave RadarCode1
WaterScenes: A Multi-Task 4D Radar-Camera Fusion Dataset and Benchmarks for Autonomous Driving on Water SurfacesCode1
FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing ImageryCode1
Correlation-Aware Mutual Learning for Semi-supervised Medical Image SegmentationCode1
SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital PathologyCode1
Partial Vessels Annotation-based Coronary Artery Segmentation with Self-training and Prototype LearningCode1
CoactSeg: Learning from Heterogeneous Data for New Multiple Sclerosis Lesion SegmentationCode1
Parametric Depth Based Feature Representation Learning for Object Detection and Segmentation in Bird's Eye ViewCode1
BPNet: Bézier Primitive Segmentation on 3D Point CloudsCode1
Edge-Aware Mirror Network for Camouflaged Object DetectionCode1
Ariadne's Thread:Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray imagesCode1
Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive LearningCode1
Towards accurate instance segmentation in large-scale LiDAR point cloudsCode1
CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray imagesCode1
The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CTCode1
Conditional Boundary Loss for Semantic SegmentationCode1
MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation DatasetsCode1
An open-source deep learning algorithm for efficient and fully-automatic analysis of the choroid in optical coherence tomographyCode1
AVSegFormer: Audio-Visual Segmentation with TransformerCode1
SAMAug: Point Prompt Augmentation for Segment Anything ModelCode1
DifFSS: Diffusion Model for Few-Shot 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