SOTAVerified

Interactive Segmentation

Papers

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Showing 201–250 of 255 papers

TitleStatusHype
Interactive multiclass segmentation using superpixel classification—0
Interactive Object Segmentation with Dynamic Click Transform—0
Interactive Outlining of Pancreatic Cancer Liver Metastases in Ultrasound Images—0
Interactive Segmentation and Report Generation for CT Images—0
Interactive Segmentation for COVID-19 Infection Quantification on Longitudinal CT scans—0
Interactive segmentation of medical images through fully convolutional neural networks—0
Interactive Segmentation of Radiance Fields—0
Interactive Segmentation on RGBD Images via Cue Selection—0
Interactive segmentation using U-Net with weight map and dynamic user interactions—0
Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces—0
RadioActive: 3D Radiological Interactive Segmentation Benchmark—0
iSeg: Interactive 3D Segmentation via Interactive Attention—0
iSegMan: Interactive Segment-and-Manipulate 3D Gaussians—0
Iterative Interaction Training for Segmentation Editing Networks—0
Large-scale interactive object segmentation with human annotators—0
Learning from Exemplars for Interactive Image Segmentation—0
Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches—0
LIMIS: Towards Language-based Interactive Medical Image Segmentation—0
Localized Interactive Instance Segmentation—0
M2N2V2: Multi-Modal Unsupervised and Training-free Interactive Segmentation—0
MAIS: Memory-Attention for Interactive Segmentation—0
MILCut: A Sweeping Line Multiple Instance Learning Paradigm for Interactive Image Segmentation—0
Minimally Interactive Segmentation of Soft-Tissue Tumors on CT and MRI using Deep Learning—0
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications to Parallel Machine Learning and Multi-Label Image Segmentation—0
MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection—0
Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation—0
MultiSeg: Semantically Meaningful, Scale-Diverse Segmentations From Minimal User Input—0
Multi-Stage Fusion for One-Click Segmentation—0
MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance—0
Neutro-Connectedness Cut—0
Normalized Cut Loss for Weakly-supervised CNN Segmentation—0
NTClick: Achieving Precise Interactive Segmentation With Noise-tolerant Clicks—0
Order-aware Interactive Segmentation—0
Performance and Non-adversarial Robustness of the Segment Anything Model 2 in Surgical Video Segmentation—0
PetroSurf3D - A Dataset for high-resolution 3D Surface Segmentation—0
PhraseClick: Toward Achieving Flexible Interactive Segmentation by Phrase and Click—0
QIS : Interactive Segmentation via Quasi-Conformal Mappings—0
Quality Control in Crowdsourced Object Segmentation—0
RAIS: Robust and Accurate Interactive Segmentation via Continual Learning—0
RAPS-3D: Efficient interactive segmentation for 3D radiological imaging—0
Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models—0
RefCut: Interactive Segmentation with Reference Guidance—0
Regional Interactive Image Segmentation Networks—0
Repurposing Stable Diffusion Attention for Training-Free Unsupervised Interactive Segmentation—0
Rethinking Annotator Simulation: Realistic Evaluation of Whole-Body PET Lesion Interactive Segmentation Methods—0
Robust Interactive Semantic Segmentation of Pathology Images with Minimal User Input—0
SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation—0
SAM-REF: Introducing Image-Prompt Synergy during Interaction for Detail Enhancement in the Segment Anything Model—0
SAM-REF: Rethinking Image-Prompt Synergy for Refinement in Segment Anything—0
Scale-aware multi-level guidance for interactive instance segmentation—0
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All datasetsGrabCutDAVISBerkeleySBDDAVIS-585PASCAL VOCRooftopCityscapes valCOCO (Common Objects in Context)COCO minivalDRIONS-DBPASCAL2COCO(Unseen)

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DOS w/o GCNoC@9012.59—Unverified
2DOS with GCNoC@906.08—Unverified
3RIS-NetNoC@905—Unverified
4Latent diversityNoC@904.79—Unverified
5BRSNoC@903.6—Unverified
6CM guidanceNoC@903.58—Unverified
7IA+SANoC@903.07—Unverified
8UCP-NetNoC@902.76—Unverified
9f-BRS-B (ResNet-34)NoC@902.46—Unverified
10RITM (HRNet18, SBD)NoC@902.04—Unverified
#ModelMetricClaimedVerifiedStatus
1DOS w/o GCNoC@9017.11—Unverified
2DOS with GCNoC@9012.58—Unverified
3Latent diversityNoC@909.57—Unverified
4BRSNoC@908.24—Unverified
5f-BRS-B (ResNet-101)NoC@907.41—Unverified
6EdgeFlowNoC@905.77—Unverified
7RITM (HRNet18, SBD)NoC@905.74—Unverified
8SimpleClick (ViT-H, SBD)NoC@905.34—Unverified
9RITM (HRNet-32, C+L)NoC@905.34—Unverified
10IA-FP-NetNoC@905.22—Unverified
#ModelMetricClaimedVerifiedStatus
1CM guidanceNoC@905.6—Unverified
2BRSNoC@905.08—Unverified
3IA+SANoC@904.94—Unverified
4f-BRS-B (ResNet-50)NoC@904.34—Unverified
5RITM (HRNet18, SBD)NoC@903.22—Unverified
6UCP-NetNoC@902.7—Unverified
7EdgeFlowNoC@902.4—Unverified
8RITM (HRNet18, C+L)NoC@902.26—Unverified
9IA-FP-Net(HRNet, C+L)NoC@902.12—Unverified
10SimpleClick (ViT-H, SBD)NoC@902.09—Unverified
#ModelMetricClaimedVerifiedStatus
1DOS w/o GCNoC@9016.79—Unverified
2DOS with GCNoC@9012.8—Unverified
3Latent diversityNoC@9010.78—Unverified
4BRSNoC@909.78—Unverified
5f-BRS-B (ResNet-101)NoC@907.73—Unverified
6RIS-NetNoC@856.03—Unverified
7FocalClickNoC@905.59—Unverified
8RITM (HRNet18, SBD)NoC@905.43—Unverified
9FocusCutNoC@905.31—Unverified
10IA-FP-Net(HRNet,SBD)NoC@905.25—Unverified
#ModelMetricClaimedVerifiedStatus
1FocalClick-B3-S2NoC@902.76—Unverified
2ViT-B+MST+CLNoC@902.29—Unverified
#ModelMetricClaimedVerifiedStatus
1EdgeFlowNoC@852.5—Unverified
2ICL CFR-1 (ViT-H, C+L)NoC@952.45—Unverified
#ModelMetricClaimedVerifiedStatus
1IOGInstance Average IoU94—Unverified
2IA+SANoC@803.6—Unverified
#ModelMetricClaimedVerifiedStatus
1IOGInstance Average IoU83.8—Unverified
#ModelMetricClaimedVerifiedStatus
1IOGInstance Average IoU85.2—Unverified
#ModelMetricClaimedVerifiedStatus
1ViT-B+MST+CLNoC@852.08—Unverified
#ModelMetricClaimedVerifiedStatus
1IA+SANoC@903.1—Unverified
#ModelMetricClaimedVerifiedStatus
1IOGInstance Average IoU82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1ViT-B+MST+CLNoC@851.69—Unverified
#ModelMetricClaimedVerifiedStatus
1IOGInstance Average IoU83.7—Unverified