SOTAVerified

Segmentation

Papers

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Showing 3751–3775 of 13072 papers

TitleStatusHype
VidSeg: Training-free Video Semantic Segmentation based on Diffusion Models—0
SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation—0
Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation—0
WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels—0
DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot Segmentation—0
PanoSLAM: Panoptic 3D Scene Reconstruction via Gaussian SLAMCode0
Gaussian Building Mesh (GBM): Extract a Building's 3D Mesh with Google Earth and Gaussian Splatting—0
Is Segment Anything Model 2 All You Need for Surgery Video Segmentation? A Systematic Evaluation—0
A Hybrid Deep Learning and Model-Checking Framework for Accurate Brain Tumor Detection and Validation—0
H-Net: A Multitask Architecture for Simultaneous 3D Force Estimation and Stereo Semantic Segmentation in Intracardiac Catheters—0
Advanced Lung Nodule Segmentation and Classification for Early Detection of Lung Cancer using SAM and Transfer Learning—0
A Novel Shape Guided Transformer Network for Instance Segmentation in Remote Sensing Images—0
LiDAR-Camera Fusion for Video Panoptic Segmentation without Video Training—0
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency RegularizationCode0
Residual Connection Networks in Medical Image Processing: Exploration of ResUnet++ Model Driven by Human Computer Interaction—0
Dual-Space Augmented Intrinsic-LoRA for Wind Turbine Segmentation—0
Diff4MMLiTS: Advanced Multimodal Liver Tumor Segmentation via Diffusion-Based Image Synthesis and Alignment—0
Election of Collaborators via Reinforcement Learning for Federated Brain Tumor Segmentation—0
Uncertainty Quantified Deep Learning and Regression Analysis Framework for Image Segmentation of Skin Cancer LesionsCode0
Recommender Engine Driven Client Selection in Federated Brain Tumor Segmentation—0
A fuzzy rank-based ensemble of CNN models for MRI segmentationCode0
Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation—0
MNet-SAt: A Multiscale Network with Spatial-enhanced Attention for Segmentation of Polyps in Colonoscopy—0
Char-SAM: Turning Segment Anything Model into Scene Text Segmentation Annotator with Character-level Visual Prompts—0
When SAM2 Meets Video Shadow and Mirror DetectionCode0
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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