Interactive Segmentation

Papers

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Showing 226–250 of 255 papers

Title	Date	Tasks	Status
Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation	Mar 23, 2023	Interactive SegmentationMedical Image Analysis	—Unverified
MultiSeg: Semantically Meaningful, Scale-Diverse Segmentations From Minimal User Input	Oct 1, 2019	DiversityImage Segmentation	—Unverified
Multi-Stage Fusion for One-Click Segmentation	Oct 19, 2020	Instance SegmentationInteractive Segmentation	—Unverified
MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance	Dec 19, 2024	Interactive SegmentationSegmentation	—Unverified
Neutro-Connectedness Cut	Dec 19, 2015	Image SegmentationInteractive Segmentation	—Unverified
Normalized Cut Loss for Weakly-supervised CNN Segmentation	Apr 4, 2018	Interactive SegmentationSegmentation	—Unverified
NTClick: Achieving Precise Interactive Segmentation With Noise-tolerant Clicks	Jan 1, 2025	Interactive SegmentationSegmentation	—Unverified
Order-aware Interactive Segmentation	Oct 16, 2024	Interactive SegmentationSegmentation	—Unverified
Performance and Non-adversarial Robustness of the Segment Anything Model 2 in Surgical Video Segmentation	Aug 7, 2024	Adversarial RobustnessImage Segmentation	—Unverified
PetroSurf3D - A Dataset for high-resolution 3D Surface Segmentation	Oct 6, 2016	Interactive SegmentationSegmentation	—Unverified
PhraseClick: Toward Achieving Flexible Interactive Segmentation by Phrase and Click	Aug 1, 2020	AttributeInteractive Segmentation	—Unverified
QIS : Interactive Segmentation via Quasi-Conformal Mappings	Feb 22, 2024	Image SegmentationInteractive Segmentation	—Unverified
Quality Control in Crowdsourced Object Segmentation	May 1, 2015	Interactive SegmentationObject	—Unverified
RAIS: Robust and Accurate Interactive Segmentation via Continual Learning	Oct 20, 2022	Continual LearningImage Segmentation	—Unverified
RAPS-3D: Efficient interactive segmentation for 3D radiological imaging	Jul 10, 2025	Interactive SegmentationManagement	—Unverified
Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models	May 29, 2024	3D Instance Segmentation3D Semantic Segmentation	—Unverified
RefCut: Interactive Segmentation with Reference Guidance	Mar 22, 2025	Interactive SegmentationObject	—Unverified
Regional Interactive Image Segmentation Networks	Oct 1, 2017	Image SegmentationInteractive Segmentation	—Unverified
Repurposing Stable Diffusion Attention for Training-Free Unsupervised Interactive Segmentation	Nov 15, 2024	Image SegmentationInteractive Segmentation	—Unverified
Rethinking Annotator Simulation: Realistic Evaluation of Whole-Body PET Lesion Interactive Segmentation Methods	Apr 2, 2024	Interactive SegmentationSegmentation	—Unverified
Robust Interactive Semantic Segmentation of Pathology Images with Minimal User Input	Aug 30, 2021	DiagnosticInteractive Segmentation	—Unverified
SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation	Aug 8, 2024	DecoderInteractive Segmentation	—Unverified
SAM-REF: Introducing Image-Prompt Synergy during Interaction for Detail Enhancement in the Segment Anything Model	Jan 1, 2025	Interactive Segmentation	—Unverified
SAM-REF: Rethinking Image-Prompt Synergy for Refinement in Segment Anything	Aug 21, 2024	Interactive Segmentation	—Unverified
Scale-aware multi-level guidance for interactive instance segmentation	Dec 7, 2018	Instance SegmentationInteractive Segmentation	—Unverified

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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