Interactive Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 51–75 of 255 papers

Title	Date	Tasks	Status	Hype
NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images	May 29, 2020	Instance SegmentationInteractive Segmentation	CodeCode Available	1
PiClick: Picking the desired mask from multiple candidates in click-based interactive segmentation	Apr 23, 2023	Interactive SegmentationSegmentation	CodeCode Available	1
RClicks: Realistic Click Simulation for Benchmarking Interactive Segmentation	Oct 15, 2024	BenchmarkingInteractive Segmentation	CodeCode Available	1
MedicoSAM: Towards foundation models for medical image segmentation	Jan 20, 2025	Image SegmentationInteractive Segmentation	CodeCode Available	1
Iteratively Trained Interactive Segmentation	May 11, 2018	Interactive SegmentationObject	CodeCode Available	1
MFP: Making Full Use of Probability Maps for Interactive Image Segmentation	Apr 29, 2024	Image SegmentationInteractive Segmentation	CodeCode Available	1
InterFormer: Real-time Interactive Image Segmentation	Apr 6, 2023	Computational EfficiencyCPU	CodeCode Available	1
Seg-Wild: Interactive Segmentation based on 3D Gaussian Splatting for Unconstrained Image Collections	Jul 10, 2025	Interactive SegmentationSegmentation	CodeCode Available	1
Getting to 99% Accuracy in Interactive Segmentation	Mar 17, 2020	Deep LearningInteractive Segmentation	CodeCode Available	1
Sliding Window FastEdit: A Framework for Lesion Annotation in Whole-body PET Images	Nov 24, 2023	Interactive SegmentationSegmentation	CodeCode Available	1
Clustering Propagation for Universal Medical Image Segmentation	Mar 25, 2024	ClusteringImage Segmentation	CodeCode Available	1
Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans	Mar 22, 2024	GPUImage Segmentation	CodeCode Available	1
iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR Images	Dec 21, 2021	DecoderImage Segmentation	CodeCode Available	1
MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning	Apr 25, 2021	Image SegmentationInteractive Segmentation	CodeCode Available	1
Interactive Object Segmentation With Inside-Outside Guidance	Jun 1, 2020	Instance SegmentationInteractive Segmentation	CodeCode Available	1
Interactive Segmentation as Gaussian Process Classification	Feb 28, 2023	Binary ClassificationClassification	CodeCode Available	1
FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification	Jul 17, 2024	CPUDomain Adaptation	CodeCode Available	1
FastGeodis: Fast Generalised Geodesic Distance Transform	Jul 26, 2022	CPUGPU	CodeCode Available	1
Interactive Segmentation As Gaussion Process Classification	Jan 1, 2023	Binary ClassificationClassification	CodeCode Available	1
Interactive Segmentation and Visualization for Tiny Objects in Multi-megapixel Images	Apr 21, 2022	GPUImage Segmentation	CodeCode Available	1
HRSAM: Efficient Interactive Segmentation in High-Resolution Images	Jul 2, 2024	Data AugmentationGPU	CodeCode Available	1
FocusCut: Diving Into a Focus View in Interactive Segmentation	Jan 1, 2022	Image SegmentationInteractive Segmentation	CodeCode Available	1
Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps	Apr 21, 2021	Interactive SegmentationInteractive Video Object Segmentation	CodeCode Available	1
FocSAM: Delving Deeply into Focused Objects in Segmenting Anything	May 29, 2024	DecoderInteractive Segmentation	CodeCode Available	1
Interactive Object Segmentation in 3D Point Clouds	Apr 14, 2022	3D Instance SegmentationImage Segmentation	CodeCode Available	1

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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