SOTAVerified

Segmentation

Papers

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Showing 801–825 of 13072 papers

TitleStatusHype
IAM: Enhancing RGB-D Instance Segmentation with New BenchmarksCode0
Tree-NET: Enhancing Medical Image Segmentation Through Efficient Low-Level Feature Training—0
Bridging Classification and Segmentation in Osteosarcoma Assessment via Foundation and Discrete Diffusion ModelsCode0
Evidential Calibrated Uncertainty-Guided Interactive Segmentation paradigm for Ultrasound Images—0
Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss FunctionCode1
Leverage Cross-Attention for End-to-End Open-Vocabulary Panoptic Reconstruction—0
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning—0
WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels—0
EntitySAM: Segment Everything in Video—0
Understanding Fine-tuning CLIP for Open-vocabulary Semantic Segmentation in Hyperbolic Space—0
Take the Bull by the Horns: Learning to Segment Hard SamplesCode0
DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot Segmentation—0
D^3CTTA: Domain-Dependent Decorrelation for Continual Test-Time Adaption of 3D LiDAR Segmentation—0
Advancing Manga Analysis: Comprehensive Segmentation Annotations for the Manga109 Dataset—0
SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D Instance Segmentation—0
NTClick: Achieving Precise Interactive Segmentation With Noise-tolerant Clicks—0
Keep the Balance: A Parameter-Efficient Symmetrical Framework for RGB+X Semantic Segmentation—0
Scaling up Image Segmentation across Data and Tasks—0
FFR: Frequency Feature Rectification for Weakly Supervised Semantic SegmentationCode0
Segmenting Maxillofacial Structures in CBCT Volumes—0
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning—0
Plug-and-Play PPO: An Adaptive Point Prompt Optimizer Making SAM GreaterCode1
UNICL-SAM: Uncertainty-Driven In-Context Segmentation with Part Prototype Discovery—0
A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image Segmentation—0
Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation—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