SOTAVerified

Segmentation

Papers

Showing 18761900 of 13072 papers

TitleStatusHype
Semantic Segmentation by Early Region ProxyCode1
Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation?Code1
Cross-Domain Few-Shot Semantic SegmentationCode1
DAN: a Segmentation-free Document Attention Network for Handwritten Document RecognitionCode1
Semi-Supervised Hybrid Spine Network for Segmentation of Spine MR ImagesCode1
MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source LabelsCode1
CP2: Copy-Paste Contrastive Pretraining for Semantic SegmentationCode1
PaCa-ViT: Learning Patch-to-Cluster Attention in Vision TransformersCode1
Robust Visual Tracking by SegmentationCode1
Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysisCode1
Tree Energy Loss: Towards Sparsely Annotated Semantic SegmentationCode1
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal DistillationCode1
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic SegmentationCode1
ContrastMask: Contrastive Learning to Segment Every ThingCode1
Local-Global Context Aware Transformer for Language-Guided Video SegmentationCode1
Unbiased Subclass Regularization for Semi-Supervised Semantic SegmentationCode1
ESS: Learning Event-based Semantic Segmentation from Still ImagesCode1
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic SegmentationCode1
Multi-similarity based Hyperrelation Network for few-shot segmentationCode1
Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image SegmentationCode1
3D-UCaps: 3D Capsules Unet for Volumetric Image SegmentationCode1
Point-Unet: A Context-aware Point-based Neural Network for Volumetric SegmentationCode1
Data Efficient 3D Learner via Knowledge Transferred from 2D ModelCode1
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic SegmentationCode1
CaRTS: Causality-driven Robot Tool Segmentation from Vision and Kinematics DataCode1
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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