Interactive Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 176–200 of 255 papers

Title	Date	Tasks	Status
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
Scale Disparity of Instances in Interactive Point Cloud Segmentation	Jul 19, 2024	Instance SegmentationInteractive Segmentation	—Unverified
Scaling up instance annotation via label propagation	Oct 5, 2021	Interactive SegmentationObject	—Unverified
Scene-Generalizable Interactive Segmentation of Radiance Fields	Aug 9, 2023	Interactive SegmentationSegmentation	—Unverified
ScribbleSeg: Scribble-based Interactive Image Segmentation	Mar 20, 2023	Image SegmentationInteractive Segmentation	—Unverified
Seeded Laplaican: An Eigenfunction Solution for Scribble Based Interactive Image Segmentation	Feb 3, 2017	Image SegmentationInteractive Segmentation	—Unverified
SeedNet: Automatic Seed Generation With Deep Reinforcement Learning for Robust Interactive Segmentation	Jun 1, 2018	Deep Reinforcement LearningInteractive Segmentation	—Unverified
Segment Any 3D Gaussians	Dec 1, 2023	Interactive SegmentationScene Understanding	—Unverified
Self-Supervised Interactive Object Segmentation Through a Singulation-and-Grasping Approach	Jul 19, 2022	Instance SegmentationInteractive Segmentation	—Unverified
VILLS -- Video-Image Learning to Learn Semantics for Person Re-Identification	Nov 27, 2023	Interactive SegmentationPerson Re-Identification	—Unverified
SemanticPaint: A Framework for the Interactive Segmentation of 3D Scenes	Oct 13, 2015	Interactive SegmentationSegmentation	—Unverified
SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation	Nov 23, 2024	Image SegmentationInteractive Segmentation	—Unverified
SPT: Sequence Prompt Transformer for Interactive Image Segmentation	Dec 13, 2024	Image SegmentationInteractive Segmentation	—Unverified
SqueezeSAM: User friendly mobile interactive segmentation	Dec 11, 2023	Data AugmentationInteractive 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