Interactive Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1–50 of 255 papers

Title	Date	Tasks	Status	Hype
Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively	Jan 5, 2024	image-classificationImage Classification	CodeCode Available	5
OMG-Seg: Is One Model Good Enough For All Segmentation?	Jan 18, 2024	AllDecoder	CodeCode Available	5
SAMPart3D: Segment Any Part in 3D Objects	Nov 11, 2024	3D Generation3D Part Segmentation	CodeCode Available	4
Medical SAM 2: Segment medical images as video via Segment Anything Model 2	Aug 1, 2024	Image SegmentationInteractive Segmentation	CodeCode Available	4
Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V	Oct 17, 2023	Interactive SegmentationReferring Expression	CodeCode Available	4
SAM-Med2D	Aug 30, 2023	DecoderImage Segmentation	CodeCode Available	3
RAP-SAM: Towards Real-Time All-Purpose Segment Anything	Jan 18, 2024	AllDecoder	CodeCode Available	3
nnInteractive: Redefining 3D Promptable Segmentation	Mar 11, 2025	BenchmarkingInteractive Segmentation	CodeCode Available	3
VISTA3D: Versatile Imaging SegmenTation and Annotation model for 3D Computed Tomography	Jun 7, 2024	Computed Tomography (CT)Image Segmentation	CodeCode Available	3
VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging	Jan 1, 2025	Interactive SegmentationSegmentation	CodeCode Available	3
EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model	Jun 28, 2024	Interactive SegmentationLanguage Modeling	CodeCode Available	3
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline	Nov 19, 2024	Image SegmentationInteractive Segmentation	CodeCode Available	3
FocalClick: Towards Practical Interactive Image Segmentation	Apr 6, 2022	Image SegmentationInteractive Segmentation	CodeCode Available	2
Adapting Segment Anything Model for Change Detection in HR Remote Sensing Images	Sep 4, 2023	Change DetectionInteractive Segmentation	CodeCode Available	2
GraCo: Granularity-Controllable Interactive Segmentation	May 1, 2024	Interactive SegmentationSegmentation	CodeCode Available	2
One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts	Dec 28, 2023	AllAnatomy	CodeCode Available	2
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting	Jan 18, 2024	Instance SegmentationInteractive Segmentation	CodeCode Available	2
DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images	May 18, 2023	Active LearningDiagnostic	CodeCode Available	2
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers	Oct 20, 2022	Image SegmentationInteractive Segmentation	CodeCode Available	2
Segment Anything for Histopathology	Feb 1, 2025	Image SegmentationInstance 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
Image Segmentation in Foundation Model Era: A Survey	Aug 23, 2024	Image SegmentationInstance Segmentation	CodeCode Available	2
ROS-SAM: High-Quality Interactive Segmentation for Remote Sensing Moving Object	Mar 15, 2025	Domain AdaptationInteractive Segmentation	CodeCode Available	2
ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image	Dec 12, 2023	Image SegmentationInteractive Segmentation	CodeCode Available	2
Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts	Mar 31, 2024	Image SegmentationInteractive Segmentation	CodeCode Available	2
Rethinking Interactive Image Segmentation with Low Latency High Quality and Diverse Prompts	Jan 1, 2024	Image SegmentationInteractive 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
Interactive4D: Interactive 4D LiDAR Segmentation	Oct 10, 2024	Interactive SegmentationSegmentation	CodeCode Available	2
Towards Natural Image Matting in the Wild via Real-Scenario Prior	Oct 9, 2024	DecoderImage Matting	CodeCode Available	2
Clustering Propagation for Universal Medical Image Segmentation	Mar 25, 2024	ClusteringImage Segmentation	CodeCode Available	1
A Closer Look at the Explainability of Contrastive Language-Image Pre-training	Apr 12, 2023	Interactive SegmentationLanguage Modelling	CodeCode Available	1
One-Prompt to Segment All Medical Images	May 17, 2023	AllImage Segmentation	CodeCode Available	1
PRISM Lite: A lightweight model for interactive 3D placenta segmentation in ultrasound	Aug 9, 2024	Interactive SegmentationPlacenta Segmentation	CodeCode Available	1
Probabilistic Attention for Interactive Segmentation	Jun 23, 2021	Interactive SegmentationSegmentation	CodeCode Available	1
Quality-Aware Memory Network for Interactive Volumetric Image Segmentation	Jun 20, 2021	Active LearningImage Segmentation	CodeCode Available	1
AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation	Jun 1, 2023	Binary ClassificationInteractive Segmentation	CodeCode Available	1
ClickAttention: Click Region Similarity Guided Interactive Segmentation	Aug 12, 2024	Interactive 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
MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning	Apr 25, 2021	Image SegmentationInteractive Segmentation	CodeCode Available	1
NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images	May 29, 2020	Instance SegmentationInteractive Segmentation	CodeCode Available	1
PRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts	Apr 23, 2024	Interactive SegmentationPrompt Engineering	CodeCode Available	1
Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound images	Jul 10, 2024	Interactive SegmentationPlacenta Segmentation	CodeCode Available	1
iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR Images	Dec 21, 2021	DecoderImage Segmentation	CodeCode Available	1
ECONet: Efficient Convolutional Online Likelihood Network for Scribble-based Interactive Segmentation	Jan 12, 2022	Interactive SegmentationSegmentation	CodeCode Available	1
Interactive Segmentation As Gaussion Process Classification	Jan 1, 2023	Binary ClassificationClassification	CodeCode Available	1
InterFormer: Real-time Interactive Image Segmentation	Apr 6, 2023	Computational EfficiencyCPU	CodeCode Available	1
Iteratively Trained Interactive Segmentation	May 11, 2018	Interactive SegmentationObject	CodeCode Available	1
Interactive Object Segmentation With Inside-Outside Guidance	Jun 1, 2020	Instance SegmentationInteractive Segmentation	CodeCode Available	1
Interactive Object Segmentation in 3D Point Clouds	Apr 14, 2022	3D Instance SegmentationImage Segmentation	CodeCode Available	1
Interactive Segmentation and Visualization for Tiny Objects in Multi-megapixel Images	Apr 21, 2022	GPUImage 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