SOTAVerified

Segmentation

Papers

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Showing 2326–2350 of 13072 papers

TitleStatusHype
LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image SegmentationCode2
PlateSegFL: A Privacy-Preserving License Plate Detection Using Federated Segmentation Learning—0
D2SL: Decouple Defogging and Semantic Learning for Foggy Domain-Adaptive Segmentation—0
Automated Prediction of Breast Cancer Response to Neoadjuvant Chemotherapy from DWI Data—0
Deep Learning-Based Brain Image Segmentation for Automated Tumour Detection—0
HawkDrive: A Transformer-driven Visual Perception System for Autonomous Driving in Night SceneCode0
Decomposition-based Unsupervised Domain Adaptation for Remote Sensing Image Semantic Segmentation—0
Mixed-Query Transformer: A Unified Image Segmentation Architecture—0
Panoptic Perception: A Novel Task and Fine-grained Dataset for Universal Remote Sensing Image Interpretation—0
Influence based explainability of brain tumors segmentation in multimodal Magnetic Resonance Imaging—0
Sigma: Siamese Mamba Network for Multi-Modal Semantic SegmentationCode3
Towards Efficient and Accurate CT Segmentation via Edge-Preserving Probabilistic Downsampling—0
Deep-learning Segmentation of Small Volumes in CT images for Radiotherapy Treatment Planning—0
No Time to Train: Empowering Non-Parametric Networks for Few-shot 3D Scene SegmentationCode4
MarsSeg: Mars Surface Semantic Segmentation with Multi-level Extractor and Connector—0
Image-Text Co-Decomposition for Text-Supervised Semantic SegmentationCode1
LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image SegmentationCode1
Test Time Training for Industrial Anomaly Segmentation—0
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation—0
PARIS3D: Reasoning-based 3D Part Segmentation Using Large Multimodal ModelCode1
Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincaré BallCode1
OpenNeRF: Open Set 3D Neural Scene Segmentation with Pixel-Wise Features and Rendered Novel Views—0
Background Noise Reduction of Attention Map for Weakly Supervised Semantic Segmentation—0
iSeg: Interactive 3D Segmentation via Interactive Attention—0
Segmentation-Guided Knee Radiograph Generation using Conditional Diffusion Models—0
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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