Interactive Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1–25 of 255 papers

Title	Date	Tasks	Status	Hype
Inter2Former: Dynamic Hybrid Attention for Efficient High-Precision Interactive	Jul 13, 2025	CPUInteractive Segmentation	—Unverified	0
RAPS-3D: Efficient interactive segmentation for 3D radiological imaging	Jul 10, 2025	Interactive SegmentationManagement	—Unverified	0
Seg-Wild: Interactive Segmentation based on 3D Gaussian Splatting for Unconstrained Image Collections	Jul 10, 2025	Interactive SegmentationSegmentation	CodeCode Available	1
DC-TTA: Divide-and-Conquer Framework for Test-Time Adaptation of Interactive Segmentation	Jun 29, 2025	Camouflaged Object SegmentationInteractive Segmentation	—Unverified	0
TSDASeg: A Two-Stage Model with Direct Alignment for Interactive Point Cloud Segmentation	Jun 26, 2025	cross-modal alignmentInteractive Segmentation	—Unverified	0
SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert Consensus	Jun 23, 2025	Image SegmentationInteractive Segmentation	CodeCode Available	0
FocalClick-XL: Towards Unified and High-quality Interactive Segmentation	Jun 17, 2025	Interactive Segmentation	—Unverified	0
Active-O3: Empowering Multimodal Large Language Models with Active Perception via GRPO	May 27, 2025	Autonomous DrivingDecision Making	—Unverified	0
TAGS: 3D Tumor-Adaptive Guidance for SAM	May 21, 2025	AnatomyImage Segmentation	—Unverified	0
Zero-Shot Gaze-based Volumetric Medical Image Segmentation	May 21, 2025	Image SegmentationInteractive Segmentation	—Unverified	0
iSegMan: Interactive Segment-and-Manipulate 3D Gaussians	May 17, 2025	3DGSInteractive Segmentation	—Unverified	0
MAIS: Memory-Attention for Interactive Segmentation	May 12, 2025	Interactive SegmentationSegmentation	—Unverified	0
Benchmarking Feature Upsampling Methods for Vision Foundation Models using Interactive Segmentation	May 4, 2025	BenchmarkingFeature Upsampling	CodeCode Available	0
MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection	Apr 30, 2025	Instance SegmentationInteractive Segmentation	—Unverified	0
DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency	Apr 16, 2025	Few-Shot LearningInteractive Segmentation	CodeCode Available	1
Easy3D: A Simple Yet Effective Method for 3D Interactive Segmentation	Apr 15, 2025	3D ReconstructionDecoder	—Unverified	0
Benchmark of Segmentation Techniques for Pelvic Fracture in CT and X-ray: Summary of the PENGWIN 2024 Challenge	Apr 3, 2025	AnatomyBenchmarking	—Unverified	0
RefCut: Interactive Segmentation with Reference Guidance	Mar 22, 2025	Interactive SegmentationObject	—Unverified	0
M2N2V2: Multi-Modal Unsupervised and Training-free Interactive Segmentation	Mar 20, 2025	Interactive Segmentation	—Unverified	0
ROS-SAM: High-Quality Interactive Segmentation for Remote Sensing Moving Object	Mar 15, 2025	Domain AdaptationInteractive Segmentation	CodeCode Available	2
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories	Mar 11, 2025	Decision MakingInteractive Segmentation	CodeCode Available	2
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories	Mar 11, 2025	Decision MakingInteractive Segmentation	CodeCode Available	2
nnInteractive: Redefining 3D Promptable Segmentation	Mar 11, 2025	BenchmarkingInteractive Segmentation	CodeCode Available	3
Continuous Online Adaptation Driven by User Interaction for Medical Image Segmentation	Mar 9, 2025	Image SegmentationInteractive Segmentation	—Unverified	0
Interactive Segmentation and Report Generation for CT Images	Mar 5, 2025	AttributeDiagnostic	—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