Interactive Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 101–125 of 255 papers

Title	Date	Tasks	Status	Score
Benchmarking Feature Upsampling Methods for Vision Foundation Models using Interactive Segmentation	May 4, 2025	BenchmarkingFeature Upsampling	CodeCode Available	5
MST: Adaptive Multi-Scale Tokens Guided Interactive Segmentation	Jan 9, 2024	BenchmarkingInteractive Segmentation	CodeCode Available	5
Assessing Test-time Variability for Interactive 3D Medical Image Segmentation with Diverse Point Prompts	Nov 13, 2023	Image SegmentationInteractive Segmentation	CodeCode Available	5
Adaptive Interactive Segmentation for Multimodal Medical Imaging via Selection Engine	Nov 29, 2024	Interactive SegmentationMedical Image Analysis	CodeCode Available	5
Few-Shot Segmentation Propagation with Guided Networks	May 25, 2018	Interactive SegmentationSegmentation	CodeCode Available	5
Content-based Propagation of User Markings for Interactive Segmentation of Patterned Images	Sep 6, 2018	ClassificationClustering	CodeCode Available	5
Medical Image Segmentation Using Deep Learning: A Survey	Sep 28, 2020	Data AugmentationDeep Learning	CodeCode Available	5
Multimodal Interactive Lung Lesion Segmentation: A Framework for Annotating PET/CT Images based on Physiological and Anatomical Cues	Jan 24, 2023	Interactive SegmentationLesion Segmentation	CodeCode Available	5
iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network	Nov 30, 2018	Interactive SegmentationLung Nodule Segmentation	CodeCode Available	5
f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation	Jan 28, 2020	Interactive SegmentationSegmentation	CodeCode Available	5
Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning	Jun 8, 2021	Deep Reinforcement LearningImage Segmentation	CodeCode Available	5
Leveraging AI Predicted and Expert Revised Annotations in Interactive Segmentation: Continual Tuning or Full Training?	Feb 29, 2024	Interactive Segmentation	CodeCode Available	5
A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems	Sep 1, 2019	Image SegmentationInteractive Segmentation	CodeCode Available	5
CoDA: Interactive Segmentation and Morphological Analysis of Dendroid Structures Exemplified on Stony Cold-Water Corals	Jun 26, 2024	Instance SegmentationInteractive Segmentation	CodeCode Available	5
Evaluation and improvement of Segment Anything Model for interactive histopathology image segmentation	Oct 16, 2023	DecoderImage Segmentation	CodeCode Available	5
Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result Fusion	Dec 11, 2024	GPUImage Segmentation	CodeCode Available	5
SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert Consensus	Jun 23, 2025	Image SegmentationInteractive Segmentation	CodeCode Available	5
Error-tolerant Scribbles Based Interactive Image Segmentation	Jun 1, 2014	Image SegmentationInteractive Segmentation	—Unverified	0
RadioActive: 3D Radiological Interactive Segmentation Benchmark	Nov 12, 2024	Interactive SegmentationSegmentation	—Unverified	0
Embodied Uncertainty-Aware Object Segmentation	Aug 8, 2024	Instance SegmentationInteractive Segmentation	—Unverified	0
Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces	Oct 25, 2021	Image SegmentationInteractive Segmentation	—Unverified	0
Interactive segmentation using U-Net with weight map and dynamic user interactions	Nov 18, 2021	Interactive SegmentationSegmentation	—Unverified	0
Interactive Segmentation on RGBD Images via Cue Selection	Jun 1, 2016	Image RetrievalImage Segmentation	—Unverified	0
Interactive Segmentation of Radiance Fields	Dec 27, 2022	Interactive SegmentationMixed Reality	—Unverified	0
Efficient Full Image Interactive Segmentation by Leveraging Within-image Appearance Similarity	Jul 16, 2020	Interactive SegmentationSemantic Segmentation	—Unverified	0

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All datasets GrabCut DAVIS Berkeley SBD DAVIS-585 PASCAL VOC Rooftop Cityscapes val COCO (Common Objects in Context)COCO minival DRIONS-DB PASCAL2COCO(Unseen)

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	DOS w/o GC	NoC@90	12.59	—	Unverified
2	DOS with GC	NoC@90	6.08	—	Unverified
3	RIS-Net	NoC@90	5	—	Unverified
4	Latent diversity	NoC@90	4.79	—	Unverified
5	BRS	NoC@90	3.6	—	Unverified
6	CM guidance	NoC@90	3.58	—	Unverified
7	IA+SA	NoC@90	3.07	—	Unverified
8	UCP-Net	NoC@90	2.76	—	Unverified
9	f-BRS-B (ResNet-34)	NoC@90	2.46	—	Unverified
10	RITM (HRNet18, SBD)	NoC@90	2.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DOS w/o GC	NoC@90	17.11	—	Unverified
2	DOS with GC	NoC@90	12.58	—	Unverified
3	Latent diversity	NoC@90	9.57	—	Unverified
4	BRS	NoC@90	8.24	—	Unverified
5	f-BRS-B (ResNet-101)	NoC@90	7.41	—	Unverified
6	EdgeFlow	NoC@90	5.77	—	Unverified
7	RITM (HRNet18, SBD)	NoC@90	5.74	—	Unverified
8	SimpleClick (ViT-H, SBD)	NoC@90	5.34	—	Unverified
9	RITM (HRNet-32, C+L)	NoC@90	5.34	—	Unverified
10	IA-FP-Net	NoC@90	5.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CM guidance	NoC@90	5.6	—	Unverified
2	BRS	NoC@90	5.08	—	Unverified
3	IA+SA	NoC@90	4.94	—	Unverified
4	f-BRS-B (ResNet-50)	NoC@90	4.34	—	Unverified
5	RITM (HRNet18, SBD)	NoC@90	3.22	—	Unverified
6	UCP-Net	NoC@90	2.7	—	Unverified
7	EdgeFlow	NoC@90	2.4	—	Unverified
8	RITM (HRNet18, C+L)	NoC@90	2.26	—	Unverified
9	IA-FP-Net(HRNet, C+L)	NoC@90	2.12	—	Unverified
10	SimpleClick (ViT-H, SBD)	NoC@90	2.09	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DOS w/o GC	NoC@90	16.79	—	Unverified
2	DOS with GC	NoC@90	12.8	—	Unverified
3	Latent diversity	NoC@90	10.78	—	Unverified
4	BRS	NoC@90	9.78	—	Unverified
5	f-BRS-B (ResNet-101)	NoC@90	7.73	—	Unverified
6	RIS-Net	NoC@85	6.03	—	Unverified
7	FocalClick	NoC@90	5.59	—	Unverified
8	RITM (HRNet18, SBD)	NoC@90	5.43	—	Unverified
9	FocusCut	NoC@90	5.31	—	Unverified
10	IA-FP-Net(HRNet,SBD)	NoC@90	5.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FocalClick-B3-S2	NoC@90	2.76	—	Unverified
2	ViT-B+MST+CL	NoC@90	2.29	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EdgeFlow	NoC@85	2.5	—	Unverified
2	ICL CFR-1 (ViT-H, C+L)	NoC@95	2.45	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IOG	Instance Average IoU	94	—	Unverified
2	IA+SA	NoC@80	3.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IOG	Instance Average IoU	83.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IOG	Instance Average IoU	85.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ViT-B+MST+CL	NoC@85	2.08	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IA+SA	NoC@90	3.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IOG	Instance Average IoU	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ViT-B+MST+CL	NoC@85	1.69	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IOG	Instance Average IoU	83.7	—	Unverified